London: Academic Press, 2022. — 434 p. Artificial Intelligence for Neurological Disorders provides a comprehensive resource of state-of-the-art approaches for AI, big data analytics and machine learning-based neurological research. The book discusses many machine learning techniques to detect neurological diseases at the cellular level, as well as other applications such as...
Springer, 2014. — 228 p. The Short QT Syndrome (SQTS) is characterized by abbreviated QT intervals on the electrocardiogram, increased risk of cardiac arrhythmias and sudden death. Although several gene mutations have been identified in SQT patients, the role of these mutations in promoting arrhythmogenesis is still not completely understood. Consequently, this thesis employs...
Cham: Springer, 2022. — 555 p. This book brings together a selection of papers by George Gerstein, representing his long-term endeavor of making neuroscience into a more rigorous science inspired by physics, where he had his roots. Professor Gerstein was many years ahead of the field, consistently striving for quantitative analyses, mechanistic models, and conceptual clarity. In...
Springer, 2021. — 635 p. — ISBN 978-981-16-2449-0. This edited volume is a collection of selected research articles discussing the analysis of infectious diseases by using mathematical modelling in recent times. Divided into two parts, the book gives a general and country-wise analysis of Covid-19. Analytical and numerical techniques for virus models are presented along with...
London: Academic Press, 2022. — 346 p. Mathematical Analysis of Infectious Diseases updates on the mathematical and epidemiological analysis of infectious diseases. Epidemic mathematical modeling and analysis is important, not only to understand disease progression, but also to provide predictions about the evolution of disease. One of the main focuses of the book is the...
New York: John Wiley/IEEE Press, 2000. — 283 p. For the first time, eleven experts in the fields of signal processing and biomedical engineering have contributed to an edition on the newest theories and applications of fuzzy logic, neural networks, and algorithms in biomedicine. Nonlinear Biomedical Signal Processing, Volume I provides comprehensive coverage of nonlinear signal...
New York: Wiley-IEEE Press, 2000. — 341 p. A volume in the IEEE Press Series on Biomedical Engineering Metin Akay, Series Editor Featuring current contributions by experts in signal processing and biomedical engineering, this book introduces the concepts, recent advances, and implementations of nonlinear dynamic analysis methods. Together with Volume I in this series, this book...
New York: Academic Press, 1996. — 288 p. Detection and Estimation Methods for Biomedical Signals discusses the most powerful signal detection and estimation methods in use, and includes appendices of related computer programs to aid the reader in applying the methods to their particular problem. This book includes numerous practical examples of detection and estimation of...
Springer, 2018. — 1036 p. — (Comprehensive Healthcare Simulation). — ISBN: 978-3-319-75583-0. This book is a practical guide for the use of simulation in neurosurgery, with chapters covering high fidelity simulation, animal models simulation, cadaveric simulation, and virtual reality simulation. Readers are introduced to the different simulation modalities and technologies and...
Springer, 2018. — 348 p. — (Comprehensive Healthcare Simulation). — ISBN 978-3-319-75582-3. This book is a practical guide for the use of simulation in neurosurgery, with chapters covering high fidelity simulation, animal models simulation, cadaveric simulation, and virtual reality simulation. Readers are introduced to the different simulation modalities and technologies and...
Springer, 2015. — 55 p. — (Mathematical Biosciences Institute Lecture Series. Volume 1: Stochastics in Biological Systems). — ISBN: 978-3-319-21553-2. This monograph provides a summary of the basic theory of branching processes for single-type and multi-type processes. Classic examples of population and epidemic models illustrate the probability of population or epidemic...
Springer, 2022. — 475 p. — (Advanced Structured Materials). — ISBN 978-3-030-81704-6. The book is devoted to the 70th birthday of Prof. Sergey M. Aizikovich, which will celebrated on August 2nd 2021. His scientific interests are related to the following topics: Mechanics of contact interactions, Functionally graded materials, Mechanics of fracture, Integral equations of...
Springer, 2018. — 317 p. — ISBN13: 978-3319605425. This text provides a comprehensive and practical review of the main statistical methods in pathology and laboratory medicine. It introduces statistical concepts used in pathology and laboratory medicine. The information provided is relevant to pathologists both for their day to day clinical practice as well as in their research...
World Scientific, 2017. — 668 p. Super-Resolution imaging refers to modern techniques of achieving resolution below conventional limits. This book gives a comprehensive overview of mathematical and computational techniques used to achieve this, providing a solid foundation on which to develop the knowledge and skills needed for practical application of techniques. Split into five...
CRC Press, 2020. — 619 p. — ISBN: 9781498769778. Dynamic Treatment Regimes: Statistical Methods for Precision Medicine provides a comprehensive introduction to statistical methodology for the evaluation and discovery of dynamic treatment regimes from data. Researchers and graduate students in statistics, data science, and related quantitative disciplines with a background in...
Boston: The MIT Press, 2016. — 800 p. A comprehensive, integrated, and accessible textbook presenting core neuroscientific topics from a computational perspective, tracing a path from cells and circuits to behavior and cognition. This textbook presents a wide range of subjects in neuroscience from a computational perspective. It offers a comprehensive, integrated introduction...
Blackwell Publishing, 2002. — 826 p. The explanation and implementation of statistical methods for the medical researcher or statistician remains an integral part of modern medical research. This book explains the use of experimental and analytical biostatistics systems. Its accessible style allows it to be used by the non-mathematician as a fundamental component of successful...
MIT Press, 2011. — 349 p. An overview of statistical methods for analyzing data from fMRI experiments. Functional magnetic resonance imaging (fMRI), which allows researchers to observe neural activity in the human brain noninvasively, has revolutionized the scientific study of the mind. An fMRI experiment produces massive amounts of highly complex data; researchers face...
Singapore: Springer Nature Singapore, 2022. — 552 p. This book provides a thorough conversation on the underpinnings of Covid-19 spread modelling by using stochastics nonlocal differential and integral operators with singular and non-singular kernels. The book presents the dynamic of Covid-19 spread behaviour worldwide. It is noticed that the spread dynamic followed process...
Academic Press, 2021. — 410 p. — ISBN 978-0-12-821185-4. Modeling and Control of Drug Delivery Systems provides comprehensive coverage of various drug delivery and targeting systems and their state-of-the-art related works, ranging from theory to real-world deployment and future perspectives. Various drug delivery and targeting systems have been developed to minimize drug...
Academic Press, 2021. — 410 p. — ISBN 978-0-12-821185-4. Modeling and Control of Drug Delivery Systems provides comprehensive coverage of various drug delivery and targeting systems and their state-of-the-art related works, ranging from theory to real-world deployment and future perspectives. Various drug delivery and targeting systems have been developed to minimize drug...
Boca Raton: CRC Press, 2021. — 337 p. This book examines the use of biomedical signal processing—EEG, EMG, and ECG—in analyzing and diagnosing various medical conditions, particularly diseases related to the heart and brain. In combination with machine learning tools and other optimization methods, the analysis of biomedical signals greatly benefits the healthcare sector by...
IOP Publishing, 2020. — 443 p. — (IPEM–IOP Series in Physics and Engineering in Medicine and Biology). — ISBN 978-0-7503-3409-9. Biopotential signals are often used by physicians to measure the activities of organs and tissues in the human body. This book describes the sources and characteristics of different biopotential signals and provides an understanding of how a range of...
Cham: Springer, 2022. — 349 p. This book presents unique compendium of groundbreaking ideas where scientists from many different backgrounds are united in their interest in interdisciplinary approaches towards origins and development of cancers, innovative ways of searching for cancer treatment and the role of cancer in the evolution. Chapters give an unequivocal slice of all...
NY: Prentice-Hall, 2013. — 313 p.
This accessible text brings together mathematical techniques that will be indispensable to every student, teacher, practitioner, and user of chemistry- or biology-related laboratory work. Responding to the concerns of both instructors and students, Clinical Laboratory Mathematics begins with a review of arithmetic and algebra. Next, it presents...
Boca Raton: CRC Press, 2016. — 704 p. Spatial epidemiology has seen considerable advances in recent years. Not only have methodologic advances been rapid during the late 1990s and 2000s, but the permeation and diffusion of the methods in areas of human and veterinary epidemiology have also been considerable. It is now commonplace to consider a geographic dimension to be...
New York: Academic Press, 2021. — 208 p. Real-Time Data Acquisition in Human Physiology: Real-Time Acquisition, Processing, and Interpretation—A MatLAB-Based Approach focuses on the design and development of a computer-based system to detect and digitally process human ECG, EMG, and carotid pulse waveforms in real time. The indigenous system developed and described in this book...
New York: Springer, 2017. — 535 p. This book reports on the latest advances in complex and nonlinear cardiovascular physiology aimed at obtaining reliable, effective markers for the assessment of heartbeat, respiratory, and blood pressure dynamics. The chapters describe in detail methods that have been previously defined in theoretical physics such as entropy, multifractal...
Springer, 2002. — 319 p. The book covers recent developments in theory, methodologies and applications of fuzzy logic in medicine. A representative and diverse range of original and innovative topics are selected, giving an overall perspective of the current state and future trends in the field. Medical image processing, monitoring and control of anaesthesia, ECG and EEG signal...
Academic Press, 2020. — 352 p. — ISBN: 978-0-12-819061-6. This book provides readers with the state-of-the-art in deep learning-based methods for biomedical and health informatics. The book covers not only the best-performing methods, it also presents implementation methods. The book includes all the prerequisite methodologies in each chapter so that new researchers and...
Springer, 2019. — 340 p. — ISBN: 978-981-15-0150-0 This book presents models describing HIV transmission rates at population level, discussing the main statistical methods and analytical interventions. It also assesses the practical applicability of the various modelling techniques, offering readers insights into what methods are available and, more importantly, when they...
Springer, 2023. — 345 p. This book presents a particular area of interest in computing psychiatry with the modelling of mood and anxiety disorders. It highlights various methods for building these models. Clinical applications are prevalent due to the growth and interaction of these multiple approaches. Besides, it outlines some original predictive and computational modelling...
New York: Springer, 2016. — 102 p.
This innovative monograph introduces a measurement-based framework for effective treatment of patients with mood disorders, personality disorders, and schizophrenia. Rooted firmly in principles of pharmacotherapy and clinical psychometrics, the book’s signature diagram balances rating scale results and patient self-reported progress along...
Springer, 2020. — 294 p. — (Springer Proceedings in Mathematics & Statistics 316). — ISBN: 978-3-030-39693-0. This book presents the proceedings of the Fourth International Conference on Health Care Systems Engineering (HCSE 2019), which took place in Montreal, Canada, from May 30 to June 1, 2019. The event took place in the mother and child university hospital CHU...
Birkhäuser, 2022. — 314 p. — (Modeling and Simulation in Science, Engineering and Technology). — ISBN 13 9783030965617. Прогнозирование пандемий в глобально взаимосвязанном мире This contributed volume investigates several mathematical techniques for the modeling and simulation of viral pandemics, with a special focus on COVID-19. Modeling a pandemic requires an...
Singapore: Springer, 2020. — 251 p. This book presents non-linear image enhancement approaches to mammograms as a robust computer-aided analysis solution for the early detection of breast cancer, and provides a compendium of non-linear mammogram enhancement approaches: from the fundamentals to research challenges, practical implementations, validation, and advances in...
New York: Springer, 2015. — 329 p. This book is a collection of articles by leading researchers working at the cutting edge of neuro-computational modelling of neurological and psychiatric disorders. Each article contains model validation techniques used in the context of the specific problem being studied. Validation is essential for neuro-inspired computational models to...
Springer, 2018. — 256 p. — ISBN: 3319723162. This monograph concisely but thoroughly introduces the reader to the field of mathematical immunology. The book covers first basic principles of formulating a mathematical model, and an outline on data-driven parameter estimation and model selection. The authors then introduce the modeling of experimental and human infections and...
Springer, 2018. — 256 p. — ISBN: 3319723162. This monograph concisely but thoroughly introduces the reader to the field of mathematical immunology. The book covers first basic principles of formulating a mathematical model, and an outline on data-driven parameter estimation and model selection. The authors then introduce the modeling of experimental and human infections and...
CRC Press, 2021. — 296 p. — ISBN 9781003107293. This book gives a brief survey of the theory of multidimensional (multivariate), weakly stationary time series, with emphasis on dimension reduction and prediction. Understanding the covered material requires a certain mathematical maturity, a degree of knowledge in probability theory, linear algebra, and also in real, complex and...
New York: Springer, 2017. — 180 p. Connectomics in neuroimaging : first International Workshop, CNI 2017, held in conjunction with MICCAI 2017, Quebec City, QC, Canada, September 14, 2017, Proceedings
Society for Industrial and Applied Mathematics, 2012. — 280 p. — (CBMS-NSF Regional Conference Series In Applied Mathematics). – ISBN: 1611972418. This self-contained textbook provides a comprehensive guide to the mathematical theory of disease transmission models. General theory is presented alongside models for specific diseases and related phenomena, with exposition that is...
Springer, 2019. — 625 p. — (Texts in Applied Mathematics 69). — ISBN: 978-1-4939-9826-5. The book is a comprehensive, self-contained introduction to the mathematical modeling and analysis of disease transmission models. It includes (i) an introduction to the main concepts of compartmental models including models with heterogeneous mixing of individuals and models for...
Springer, 2023. — 261 p. Preface An Application of the Grünwald-Letinkov Fractional Derivative to a Study of Drug Diffusion in Pharmacokinetic CompartmentalModels Merging On-chip and In-silico Modelling for Improved Understanding of Complex Biological Systems A Particle Model to Reproduce Collective Migrationand Aggregation of Cells with Different Phenotypes Modelling HIF-PHD...
Springer, 2019. — 477 p. — (Lecture Notes in Mathematics 2255). — ISBN: 978-3-030-30899-5. Focussing on stochastic models for the spread of infectious diseases in a human population, this book is the outcome of a two-week ICPAM/CIMPA school on "Stochastic models of epidemics" which took place in Ziguinchor, Senegal, December 5–16, 2015. The text is divided into four parts, each...
Royal Society of Chemistry, 2021. — 416 p. — ISBN 9781788015479. Following significant advances in deep learning and related areas interest in artificial intelligence (AI) has rapidly grown. In particular, the application of AI in drug discovery provides an opportunity to tackle challenges that previously have been difficult to solve, such as predicting properties, designing...
Royal Society of Chemistry, 2021. — 416 p. — ISBN 9781788015479. Following significant advances in deep learning and related areas interest in artificial intelligence (AI) has rapidly grown. In particular, the application of AI in drug discovery provides an opportunity to tackle challenges that previously have been difficult to solve, such as predicting properties, designing...
New York: John Wiley & Sons, 2001. — 450 p. A biomedical engineering perspective on the theory, methods, and applications of signal processing. This book provides a unique framework for understanding signal processing of biomedical signals and what it tells us about signal sources and their behavior in response to perturbation. Using a modeling-based approach, the author shows...
Philadelphia: Lippincott Williams & Wilkins, 2011. — 520 p. Visually appealing and accessible, this best-selling, popular textbook takes the anxiety out of learning dosage calculation and medication administration. The 7th edition has been revised to thoroughly integrate the dimensional analysis method of dosage calculation into every example. In every chapter: Current drug...
F. A. Davis Company, 2014. — 350 p. — ISBN: 9780803629493 Mathematical calculations are important even in the increasingly automated medical laboratory. Instrument software, computers and calculators facilitate accurate and efficient computations, however, a strong basic knowledge of math is still required for the medical laboratory professional. For this reason, laboratory...
Providence, Brown University, 2019. — 134 p. Given a stationary state-space model that relates a sequence of hidden states and corresponding measurements or observations, Bayesian filtering provides a principled statistical framework for inferring the posterior distribution of the current state given all measurements up to the present time. For example, the Apollo lunar module...
Lowell: University of Massachusetts, 2008. — 294 p. The term image is used here to denote any single- or multi-dimensional representation of a distribution of interest. The term signal processing is also used broadly to denote the extraction of information from measured data, usually obtained through some mode of remote sensing. This is not a survey of the ever-growing field of...
Springer, 1993. — 283 p. Mathematical modelling of communicable diseases has in the past decades been the subject of intense research activity, on the part of both epidemiologists and biomathematicians; nonlinear forces of infection, spatial structure, age structure and other relevant features have been integrated to make the models more and more realistic and useful in...
Springer, 1993. — 283 p. Mathematical modelling of communicable diseases has in the past decades been the subject of intense research activity, on the part of both epidemiologists and biomathematicians; nonlinear forces of infection, spatial structure, age structure and other relevant features have been integrated to make the models more and more realistic and useful in prediction...
Springer, 2017. — 301 p. HCSE, Florence, Italy, May 2017. This book presents statistical processes for health care delivery and covers new ideas, methods and technologies used to improve health care organizations. It gathers the proceedings of the Third International Conference on Health Care Systems Engineering (HCSE 2017), which took place in Florence, Italy from May 29 to 31,...
Chapman and Hall/CRC, 2015. — 366 p. Discover How to Apply DES to Problems Encountered in HTADiscrete event simulation (DES) has traditionally been used in the engineering and operations research fields. The use of DES to inform decisions about health technologies is still in its infancy. Written by specialists at the forefront of this area, Introduction. Central Concepts....
CRC Press, 2015. — 279 p. — ISBN 9781466597488. The book describes a computational model of the immune system reaction, C-ImmSim, built along the lines of the computer model known as the Celada-Seiden model (CS-model). The computational counterpart of the CS-model is called IMMSIM which stands for IMMune system SIMulator. IMMSIM was written in 1992 by the physicist Phil E....
Singapore: Springer, 2018. — 303 p. The book is a compendium of the aforementioned subclass of models of Basal Ganglia, which presents some the key existent theories of Basal Ganglia function. The book presents computational models of basal ganglia-related disorders, including Parkinson’s disease, schizophrenia, and addiction. Importantly, it highlights the applications of...
Boca Raton: CRC Press, 2020. — 372 p. Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare covers exciting developments at the intersection of computer science and statistics. While much of machine-learning is statistics-based, achievements in deep learning for image and language processing rely on computer science’s use of big data. Aimed at those...
Princeton University Press, 2021. — 442 p. — (Annals of Mathematics Studies, 211). — ISBN 978-0691160498. Surgery theory, a subfield of geometric topology, is the study of the classifications of manifolds. A Course on Surgery Theory offers a modern look at this important mathematical discipline and some of its applications. In this book, Stanley Chang and Shmuel Weinberger...
Springer, 2010. — 369 p. — (Springer Optimization and Its Applications 38). — ISBN: 978-0-387-88629-9. This volume includes contributions from diverse disciplines including electrical engineering, biomedical engineering, industrial engineering, and medicine, bridging a vital gap between the mathematical sciences and neuroscience research. Covering a wide range of research...
Boca Raton: CRC Press, 2015. — 159 p. CanadaIn the field of radiobiology, the linear-quadratic (LQ) equation has become the standard for defining radiation-induced cell killing. Radiotherapy Treatment Planning: Linear-Quadratic Radiobiology describes tumor cell inactivation from a radiation physics perspective and offers appropriate LQ parameters for modeling tumor and normal...
Cambridge: Cambridge University Press, 2015. — 397 p. This authoritative work provides an in-depth treatment of state space methods, with a range of applications in neural and clinical data. Advanced and state-of-the-art research topics are detailed, including topics in state space analyses, maximum likelihood methods, variational Bayes, sequential Monte Carlo, Markov chain Monte...
Amsterdam: Springer, 1985. — 272 p. Approach your problems from the right It isn't that they can't see the solution. It end and begin with the answers. Then is that they can't see the problem. one day, perhaps you will find the final question. G.K. Chesterton. The Scandal of Father Brown 'The point of a Pin'. 'The Hermit Clad in Crane Feathers' in R. van Gulik's The Chinese...
New York: Springer, 2016. — 354 p. The contributions by epidemic modeling experts describe how mathematical models and statistical forecasting are created to capture the most important aspects of an emerging epidemic.Readers will discover a broad range of approaches to address questions, such as Can we control Ebola via ring vaccination strategies? How quickly should we detect...
Amsterdam: Springer, 2009. — 366 p. Mathematical and Statistical Estimation Approaches in Epidemiology compiles t- oretical and practical contributions of experts in the analysis of infectious disease epidemics in a single volume. Recent collections have focused in the analyses and simulation of deterministic and stochastic models whose aim is to identify and rank...
Springer, 2023. — 1016 p. — ISBN In this book the use of hybrid simulation in delivery room emergencies is described and shown. The use of a patient actor combined with a task trainer within the same session substantially improve the training for practical management of intrapartum emergencies in real life, reducing the risk of failure of operative vaginal delivery and of...
Springer, 2019. — 304 p. Machine learning and big data is hot. It is, however, virtually unused in clinical trials. This is so, because randomization is applied to even out multiple variables Modern medical computer files often involve hundreds of variables like genes and other laboratory values, and computationally intensive methods are required This is the first publication...
Boca Raton: CRC Press, 1986. — 210 p. First published in 1986: The presentation of the material in the book follows the flow of events of the general signal processing system. After the signal has been acquired, some manipulations are applied in order to enhance the relevant information present in the signal. Simple, Optimal, and adaptive filtering are examples of such...
Boca Raton: Chapman & Hall/CRC, 2003. — 347 p. Critically acclaimed and resoundingly popular in its first edition, Modelling Survival Data in Medical Research has been thoroughly revised and updated to reflect the many developments and advances--particularly in software--made in the field over the last 10 years. Now, more than ever, it provides an outstanding text for...
3rd edition. — Boca Raton: CRC Press, 2013. — 538 p. Modelling Survival Data in Medical Research describes the modelling approach to the analysis of survival data using a wide range of examples from biomedical research. Well known for its nontechnical style, this third edition contains new chapters on frailty models and their applications, competing risks, non-proportional...
London: Institution of Engineering & Technology, 2018. — 296 p. This one-stop reference focuses on high-confidence medical software in the growing field of e-health, telecare services and health technology. It covers the development of methodologies and engineering tasks together with standards and regulations for medical software.
Springer, 2020. — 319 p. — ISBN: 9789811563201. This book explores various applications of deep learning to the diagnosis of cancer,while also outlining the future face of deep learning-assisted cancer diagnostics. As is commonly known, artificial intelligence has paved the way for countless new solutions in the field of medicine. In this context, deep learning is a recent and...
John Wiley & Sons, Inc., 2017. — 436 p. — ISBN: 1119269490. Features a practical approach to the analysis of biomedical data via mathematical methods and provides a MatLAB toolbox for the collection, visualization, and evaluation of experimental and real-life data Applied Mathematics for the Analysis of Biomedical Data: Models, Methods, and MatLAB presents a practical approach...
New York: Springer, 2019. — 289 p. This book constitutes the thoroughly refereed proceedings of the Second International Workshop of Computational Neuroscience, held in São João Del-Rei, Brazil, in September 2019. The 17 full papers and 3 short papers presented have been thoroughly reviewed and selected from 45 submissions. The papers are organized in topical sections:...
5th ed. — Williams & Wilkins, 2012. — 305 p. Now in its Fifth Edition, this book presents a systematic approach to solving dosage calculation problems using dimensional analysis. The book uses the simple-to-complex approach, Nor do it is available in, vibrant full color. Content may be accessed with good, results this math choose a stand alone product. Was this one does math...
Springer, 2019. — 396 p. — (Comprehensive Healthcare Simulation). — ISBN 978-3-030-15377-9. This practical guide provides a focus on the implementation of healthcare simulation operations, as well as the type of professional staff required for developing effective programs in this field. Though there is no single avenue in which a person pursues the career of a healthcare...
Springer, 2019. — 545 p. — (Springer Series in Cognitive and Neural Systems 13) — ISBN: 978-3-030-18830-6 This book focuses on our current understanding of brain dynamics in various brain disorders (e.g. epilepsy, Alzheimer’s and Parkinson’s disease) and how the multi-scale, multi-level tools of computational neuroscience can enhance this understanding.In recent years, there...
Springer, 2019. — 223 p. — (Springer Series in Cognitive and Neural Systems 13) — ISBN: 978-3-030-18829-0 This book focuses on our current understanding of brain dynamics in various brain disorders (e.g. epilepsy, Alzheimer’s and Parkinson’s disease) and how the multi-scale, multi-level tools of computational neuroscience can enhance this understanding.In recent years, there...
New York: Springer, 2020. — 395 p. This book presents a collection of state-of-the-art approaches for deep-learning-based biomedical and health-related applications. The aim of healthcare informatics is to ensure high-quality, efficient health care, and better treatment and quality of life by efficiently analyzing abundant biomedical and healthcare data, including patient data and...
Springer, 2023. — 324 p. Mathematics of Public Health - Mathematical Modelling from the Next Generation addresses SDG 3 from a mathematical standpoint, sharing novel perspectives of existing communicable disease modelling technologies of the next generation and disseminating new developments in modelling methodologies and simulation techniques. These methodologies are important...
Springer, 2023. — 324 p. Mathematics of Public Health - Mathematical Modelling from the Next Generation addresses SDG 3 from a mathematical standpoint, sharing novel perspectives of existing communicable disease modelling technologies of the next generation and disseminating new developments in modelling methodologies and simulation techniques. These methodologies are important...
Интернет-издание, 2000. — 432 p.
Работа посвящена моделированию процессов в нервной системе с использованием математического аппарата и вычислительной техники. Для нейрофизиологов и неврологов, а также математиков, рассматривающих задачи неврологии.
Theoretical analysis and computational modeling are important tools for characterizing what nervous systems do, determining how...
MIT Press, 2005. — 460 p.
Theoretical neuroscience provides a quantitative basis for describing what nervous systems do, determining how they function, and uncovering the general principles by which they operate. This text introduces the basic mathematical and computational methods of theoretical neuroscience and presents applications in a variety of areas including vision,...
Springer, 2019. — 213 p. — (Comprehensive Healthcare Simulation) — ISBN: 978-3-319-98994-5 This practical volume presents an overview for the use of simulation in obstetrics and gynecology. Chapters provide an introduction to simulation for OBGYN, simulation modalities and technologies, minimally invasive surgery, invasive obstetric procedures, simulation for global health, and...
Springer, 2019. — 665 p. — (Comprehensive Healthcare Simulation) — ISBN: 978-3-319-98995-2 This practical volume presents an overview for the use of simulation in obstetrics and gynecology. Chapters provide an introduction to simulation for OBGYN, simulation modalities and technologies, minimally invasive surgery, invasive obstetric procedures, simulation for global health, and...
Singapore: Springer, 2018. — 385 p. This proceedings contains articles submitted to the sixth International Conference on Cognitive Neurodynamics (ICCN2017). The Meeting included plenary lectures, specialized symposia, and posters presentations. The main topics of the meeting addressed the general substrates underlying neural functions and the neural dynamics in sensory, motor,...
Hoboken: Wiley, 2000. — 324 p. The mathematical modelling of epidemics in populations is a vast and important area of study. It is about translating biological assumptions into mathematics, about mathematical analysis aided by interpretation and about obtaining insight into epidemic phenomena when translating mathematical results back into population biology. Model assumptions...
World Scientific Publishing Company, 2011. — 467 p. This book is a novel and well-timed endeavor to present, in an amalgamated format, computational image modeling methods as applied to various extrinsic scientific problems in ophthalmology. It is self-contained and presents a highly comprehensive array of image modeling algorithms and methodologies relevant to ophthalmologic...
Berlin: Springer, 1976. — 176 p. Stochastic processes often pose the difficulty that, as soon as a model devi ates from the simplest kinds of assumptions, the differential equations obtained for the density and the generating functions become mathematically formidable. Worse still, one is very often led to equations which have no known solution and don't yield to standard...
New York: Academic Press; 2005. — 632 p. Numerical Modeling in Biomedical Engineering brings together the integrative set of computational problem solving tools important to biomedical engineers. Through the use of comprehensive homework exercises, relevant examples and extensive case studies, this book integrates principles and techniques of numerical analysis. Covering...
New York: Springer, 2017. — 304 p. This book is intended for use in advanced graduate courses in statistics / machine learning, as well as for all experimental neuroscientists seeking to understand statistical methods at a deeper level, and theoretical neuroscientists with a limited background in statistics. It reviews almost all areas of applied statistics, from basic...
Academic Press, 2023. — 383 p. — ISBN 978-0-323-99557-3. Advances in Epidemiological Modeling and Control of Viruses covers recent and advanced research works in the field of epidemiological modeling, with special emphasis on new strategies to control the occurrence and reoccurrence of viruses. The models included in this book can be used to study the dynamics of different...
Springer, 2019. — 113 p. — (SpringerBriefs in Health Care Management and Economics). — ISBN10: 3030045056. This book offers a practical introduction to healthcare analytics that does not require a background in data science or statistics. It presents the basics of data, analytics and tools and includes multiple examples of their applications in the field. The book also...
Springer, 2019. — 113 p. — (SpringerBriefs in Health Care Management and Economics). — ISBN10: 3030045056. This book offers a practical introduction to healthcare analytics that does not require a background in data science or statistics. It presents the basics of data, analytics and tools and includes multiple examples of their applications in the field. The book also...
Springer, 2015. — 336 p. This book provides a complete overview of the role of machine learning in radiation oncology and medical physics, covering basic theory, methods, and a variety of applications in medical physics and radiotherapy. An introductory section explains machine learning, reviews supervised and unsupervised learning methods, discusses performance evaluation,...
Cambridge: MIT Press, 2003. — 377 p. For years, researchers have used the theoretical tools of engineering to understand neural systems, but much of this work has been conducted in relative isolation. In Neural Engineering, Chris Eliasmith and Charles Anderson provide a synthesis of the disparate approaches current in computational neuroscience, incorporating ideas from neural...
Morgan & Claypool, 2006. — 133 p. This is the first in a series of short books on probability theory and random processes for biomedical engineers. This text is written as an introduction to probability theory. The goal was to prepare students, engineers and scientists at all levels of background and experience for the application of this theory to a wide variety of problems—as...
Springer, 2021. — 186 p. — ISBN 978-3-030-75038-1. This book describes fundamental physical principles, together with their mathematical formulations, for modelling the propagation of signals in nerve fibres. Above all, it focuses on the complex electro-mechano-thermal process that produces an ensemble of waves composed of several components, besides the action potential. These...
New York: Springer, 2019. — 271 p. The book is based on interdisciplinary research on various aspects and dynamics of human multimodal signal exchanges. It discusses realistic application scenarios where human interaction is the focus, in order to identify new methods for data processing and data flow coordination through synchronization, and optimization of new encoding...
Oxford: Oxford University Press, 2004. — 350 p. Stereology is a valuable tool for neuroscientists, allowing them to obtain 3-Dimensional information from 2-Dimensional measurements made on appropriately sampled sections (usually obtained from histological sections or MRI/CT/PET scans). This 3-D information is invaluable in correlating structural/functional relationships in the...
Karlsruhe: Universitätsverlag Karlsruhe, 2008. — 226 p.
The non-invasive reconstruction of cardiac activity can significantly improve the quality of cardiac diagnostics. Two major approaches are considered. The model-based method consists in the optimization of an electrophysiological cardiac model until the measured and simulated ECGs are similar. The inverse problem of...
Bristol: IOP Publishing, 2019. — 261 p. Biomechanical Modeling of the Cardiovascular System brings together the challenges and experiences of academic scientists, leading engineers, industry researchers and students to enable them to analyse results of all aspects of biomechanics and biomedical engineering. It also provides a springboard to discuss the practical challenges and...
New York: Yale University Press, 1996. — 632 p. For physicians, nurses, and all others who confront increasingly complex statistical methods in research, Dr. Alvan R. Feinstein offers welcome help. He has written a highly readable explanation of the uses and significance of multivariable analysis in medical and life science research. A physician with wide experience in both...
Yale: Yale University Press, 1987. — 279 p. In this book, one of the most distinguished thinkers in American medicine today proposes humanistic scientific procedures to improve the description of clinical reactions so that the data become scientifically respectable: a method of categorical ratings and scales for measuring symptoms, physical signs, and other conditions under...
New York: Springer, 2017. — 259 p. This textbook offers a comprehensive theory of medical decision making under uncertainty, combining informative test theory with the expected utility hypothesis. The book shows how the parameters of Bayes’ theorem can be combined with a value function of health states to arrive at informed test and treatment decisions. The authors distinguish...
2nd Edition. — New Jersey, Canada: Wiley, 2011. — 716 p. — (Wiley Series in Probability and Statistics). — ISBN: 0470380276. Praise for the First Edition "...this book should be on the shelf of everyone interested in...longitudinal data analysis." Journal of the American Statistical Association Features newly developed topics and applications of the analysis of longitudinal...
Springer, 2009. — 528 p. — (MS&A Volume 1) — ISBN: 978-88-470-1151-9 Cardiovascular diseases have a major impact in Western countries. Mathematical models and numerical simulations can help the understanding of physiological and pathological processes, complementing the information provided to medical doctors by medical imaging and other non-invasive means, and opening the...
Wiley-Blackwell, 2013. — 306 p. — ISBN: 978-0-470-67116-0 This new addition to the popular Essentials series provides a broad, general introduction to the topic of simulation within clinical education. An ideal tool for both teaching and learning, Essential Simulation in Clinical Education provides a theoretical and practical introduction to the subject of simulation, whilst...
CRC Press, 2021. — 175 p. — (Textbooks in Mathematics). — ISBN 978-0-367-68474-7. One cannot watch or read about the news these days without hearing about the models for COVID-19 or the testing that must occur to approve vaccines or treatments for the disease. The purpose of Mathematical Modeling in the Age of a Pandemic is to shed some light on the meaning and interpretations...
3rd ed. — New York: Springer, 2014. — 397 p. This book covers the main mathematical and numerical models in computational electrocardiology, ranging from microscopic membrane models of cardiac ionic channels to macroscopic bidomain, monodomain, eikonal models and cardiac source representations. These advanced multiscale and nonlinear models describe the cardiac bioelectrical...
Springer-Verlag, 1980. — 120 p. — ISBN: 3540103287, 0387103287
The text of this book is derived from courses taught by the author in the Department of Applied Mathematics and Statistics at the State University of New York at Stony Brook. The audience for these courses was composed almost entirely of fourth year undergraduate students majoring in the mathematical sciences. The...
Boca Raton: CRC Press, Taylor & Francis, 2017. — 210 p. Healthcare transformation requires us to continually look at new and better ways to manage insights – both within and outside the organization today. Increasingly, the ability to glean and operationalize new insights efficiently as a byproduct of an organization’s day-to-day operations is becoming vital to hospitals and...
Jenny Stanford Publishing, 2013. — 332 p. — ISBN 9789814364690. This book explains, using the example of endovascular intervention, the development of in vitro simulators for biomedical applications based on the scientific context in the robotics area and the explanation of the medical procedure to be simulated. It presents modeling methods for in vitro representation of human...
Прекрасное пособие для специалистов по мат. моделированию нейрофизиологии. Содержит 232 примера с приведенным MatLAB кодом. Собрана из глав книги, выложенных на sciencedirect, by tapkin. Elsevier Science and Technology Books. Academic Press/Elsevier, San Diego, CA, 2010, 486 p. MatLAB code : http://www.elsevierdirect.com/companions/9780123748829/pictures/code/index.html The...
CRC Press, 2022. — 383 p. — ISBN 978-0-367-70997-6. This book is about building platforms for pandemic prediction. It provides an overview of probabilistic prediction for pandemic modeling based on a data-driven approach. It also provides guidance on building platforms with currently available technology using tools such as R, Shiny, and interactive plotting programs. The focus...
Academic Press, 2022. — 696 p. — ISBN 978-0-12-820718-5. Applied Biomedical Engineering Using Artificial Intelligence and Cognitive Models focuses on the relationship between three different multidisciplinary branches of engineering: Biomedical Engineering, Cognitive Science and Computer Science through Artificial Intelligence models. These models will be used to study how the...
Springer, 2021. — 292 p. This textbook introduces the concepts and tools that biomedical and chemical engineering students need to know in order to translate engineering problems into a numerical representation using scientific fundamentals. Modeling concepts focus on problems that are directly related to biomedical and chemical engineering. A variety of computational tools are...
Springer, 2013. — 397 p. This book reviews the state-of-the-art in multiscale computer modeling, in terms of both accomplishments and challenges. The information in the book is particularly useful for biomedical engineers, medical physicists and researchers in systems biology, mathematical biology, micro-biomechanics and biomaterials who are interested in how to bridge between...
Springer, 2018. — 258 p. This edited volume collects the research results presented at the 14th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering, Tel Aviv, Israel, 2016. The topical focus includes, but is not limited to, cardiovascular fluid dynamics, computer modeling of tissue engineering, skin and spine biomechanics, as well as biomedical...
Singapore: Springer, 2019. — 198 p. This book primarily focuses on the study of various neurological disorders, including Parkinson’s (PD), Huntington (HD), Epilepsy, Alzheimer’s and Motor Neuron Diseases (MND) from a new perspective by analyzing the physiological signals associated with them using non-linear dynamics. The development of nonlinear methods has significantly...
New York: Springer, 2018. — 245 p. This book provides a comprehensive overview of how fractal analytics can lead to the extraction of interesting features from the complex electroencephalograph (EEG) signals generated by Hindustani classical music. It particularly focuses on how the brain responses to the emotional attributes of Hindustani classical music that have been long been...
Springer, 2022. — 361 p. — (Advances in Experimental Medicine and Biology. Cellular Neuroscience, Neural Circuits and Systems Neuroscience 1359). — ISBN 978-3-030-89438-2. This volume offers an up-to-date overview of essential concepts and modern approaches to computational modelling, including the use of experimental techniques related to or directly inspired by them. The book...
New York: Springer, 2020. — 336 p. This book brings to life best practices of Human Simulation; maximizing the Standardized Patient (SP) methodology that has played a major role in health professions learning and assessment since the 1960s. Each chapter reflects the Association of SP Educators Standards of Best Practices (SOBPs) and provides guidance for implementation....
SPIE Press, 2013. — 430 p. — ISBN: 978-0-8194-9254-8 This book provides a faithful and robust simulation of the optical and visual performances of the human eye for axial vision of distant objects in a variety of visual conditions. The author moves from intrinsically theoretical aspects (the optical and neurophysical models of the eye) to include a great number of experimental...
New York: Springer, 2010. — 447 p. Action potentials, or spikes, are the most salient expression of neuronal processing in the active brain, and they are likely an important key to understanding the neuronal mechanisms of behavior. However, it is the group dynamics of large networks of neurons that is likely to underlie brain function, and this can only be appreciated if the...
Boca Raton: CRC Press, 2021. — 322 p. Structural equation modeling (SEM) is a very general and flexible multivariate technique that allows relationships among variables to be examined. The roots of SEM are in the social sciences. In writing this textbook, the authors look to make SEM accessible to a wider audience of researchers across many disciplines, addressing issues unique...
Singapore: Springer, 2018. — 81 p. This book highlights a new biomedical signal processing method of extracting a specific underlying signal from possibly noisy multi-channel recordings, and shows that the method is suitable for extracting independent components from the measured electroencephalogram (EEG) signal. The system efficiently extracts memory spindles and is also...
New York: Springer, 2012. — 356 p. Drug addiction remains one of the most important public health problems in western societies and is a rising concern for developing nations. Over the past 3 decades, experimental research on the neurobiology and psychology of drug addiction has generated a torrent of exciting data, from the molecular up to the behavioral levels. As a result, a...
Singapore: Springer, 2023. — 267 p. This book provides a comprehensive review of novel adaptive trial designs for targeted therapies and immunotherapies. This book covers a wide range of novel statistical designs for various clinical settings, including early phase dose-escalation study, proof-of-concept trials, and confirmatory studies with registrational. The book includes...
Berlin: Springer-Verlag. – 2008. – 355 p. (Springer Series in Synergetics) The great interest and favorable response this book has found among students, professors and other scientists working in a variety of disciplines related to brain dynamics has made a second edition necessary. Research on the human brain has become a truly interdisciplinary enterprise that no longer...
New York: Humana Press, 2008. — 284 p. The ease of use of the programs in the application to ever more complex cases of disease and pestilence. The lack of need on the part of the student or modelers of mathematics beyond algebra and the lack of need of any prior computer programming experience. The surprising insights that can be gained from initially simple systems models.
Boston: MIT Press, 1990. — 440 p. Bringing together contributions in biology, neuroscience, computer science, physics, and psychology, this book offers a solid tutorial on current research activity in connectionist-inspired biology-based modeling. It describes specific experimental approaches and also confronts general issues related to learning associative memory, and...
Berlin: Springer, 2006. — 225 p. This book contains the written contributions to the Third International Sym- sium on Biomedical Simulation (ISBMS), which was held in Zurich, Switzerland, on July 10-11, 2006. The manuscripts are organized around three thematic sections which cover several of the major aspects of our rapidly growing ?eld: anatomical modeling and tissue...
New York: Springer, 1998. — 315 p. The study of complex physiological and metabolic aspects of human health can be powerfully enhanced by the use of user-friendly simulation software. This book and CD-ROM integrate the use of STELLA software into the teaching of health, nutrition and physiology, and can be used on their own in nutrition and physiology courses, or can serve as a...
CRC Press, 2020. — 363 p. — ISBN 0367428326, 9780367428327. In this age of information, the manipulation, analysis, and interpretation of data have become a fundamental part of professional life; nowhere more so than in the delivery of healthcare. From the understanding of disease and the development of new treatments, to the diagnosis and management of individual patients, the...
CRC Press, 2021. — 363 p. — ISBN 9780367855420. In this age of information, the manipulation, analysis, and interpretation of data have become a fundamental part of professional life; nowhere more so than in the delivery of healthcare. From the understanding of disease and the development of new treatments, to the diagnosis and management of individual patients, the use of data...
Springer, 2016. — 313 p. This volume provides updated, in-depth material on the application of intelligent optimization in biology and medicine. The aim of the book is to present solutions to the challenges and problems facing biology and medicine applications. This Volume comprises of 13 chapters, including an overview chapter, providing an up-to-date and state-of-the research on...
New York: Springer, 2020. — 348 p. This book discusses significant research and study topics related to mathematical modelling and analysis of infectious diseases. It includes several models and modelling approaches with different aims, such as identifying and analysing causes of occurrence and re-occurrence, causes of spreading, treatments and control strategies. A valuable...
Prentice Hall, 1992. — 296 p. Hypotheses about the causes of behavior disorders are often the most important determinants of the focus and methods of assessment, therapy, and research in psychopathology. In many cases, clinical- or community-based interventions attempt to modify hypothesized causal variables directly. This is evident when therapists seek to change the negative...
London: Springer, 2003. — 310 p. Formal study of neuroscience (broadly defined) has been underway for millennia. For example, writing 2,350 years ago, Aristotle! asserted that association - of which he defined three specific varieties - lies at the center of human cognition. Over the past two centuries, the simultaneous rapid advancements of technology and (conse quently) per...
Academic Press, 2019. — 310 p. — ISBN: 978-0-12-816964-3. This book, Volume 3: Advanced Concepts for Treatment of Complex Clinical Conditions explains complex and multi-factorial disorders and diseases using the theory of endobiogeny. It provides detailed applications of biological modeling, in-depth assessment into common disorders, an endobiogenic analysis, guidance on using...
Academic Press, 2019. — 273 p. — ISBN: 978-0-12-816903-2. This book, Volume 1 offers researchers and clinicians a detailed introduction to the theory of Endobiogeny. The book presents a new approach to medicine that is at once scientific and humanistic, quantitative, and qualitative. The philosophical and experimental basis of a global complex systems approach to physiology is...
Editors: S.S. Altman, L. Greengard, and P. Holmes. — Springer, 2015. — 496 p. — (Interdisciplinary Applied Mathematics 42). — ISBN: 978-1-4939-2971-9. In this text, we shall apply the tools and methods from optimal control to analyze various minimally parameterized models that describe the dynamics of populations of cancer cells and elements of the tumor microenvironment under...
New York: Chapman and Hall/CRC, 2019. — 567 p. Recent years have seen an explosion in new kinds of data on infectious diseases, including data on social contacts, whole genome sequences of pathogens, biomarkers for susceptibility to infection, serological panel data, and surveillance data. The Handbook of Infectious Disease Data Analysis provides an overview of many key...
New York: Delmar Cengage Learning, 2009. — 457 p. Select topics according to your mathematical ability and chosen health care profession. Begin with a basic math review or move right to deeper concepts, including algebra and geometry, linear equations and graphing, dilutions, solutions, and concentrations, dosage calculations and more! Learn at your own pace with this easy to use...
New York: Springer, 2012. — 299 p. Mathematical epidemiology of infectious diseases usually involves describing the flow of individuals between mutually exclusive infection states. One of the key parameters describing the transition from the susceptible to the infected class is the hazard of infection, often referred to as the force of infection. The force of infection reflects...
Academic Press, 2019. — 239 p. — ISBN: 978-0-12-813052-0. This book provides a holistic understanding of health and disease by presenting topics on quantitative decision-making that influence the development of drugs. The book presents modeling advances in different viral infections, dissecting detailed contributions of key players, along with their respective interactions. By...
Springer, 2018. — 100 p. This book deals with advanced methods for adaptive phase I dose-finding clinical trials for combination of two agents and molecularly targeted agents (MTAs) in oncology. It provides not only methodological aspects of the dose-finding methods, but also software implementations and practical considerations in applying these complex methods to real cancer...
2nd edition. — Wiley, 2021. — 620 p. — ISBN 9781119722595. The second edition of Introduction to Biostatistical Applications in Health Research delivers a thorough examination of the basic techniques and most commonly used statistical methods in health research. Retaining much of what was popular with the well-received first edition, the thoroughly revised second edition...
2nd edition. — Wiley, 2021. — 620 p. — ISBN 9781119722595. The second edition of Introduction to Biostatistical Applications in Health Research delivers a thorough examination of the basic techniques and most commonly used statistical methods in health research. Retaining much of what was popular with the well-received first edition, the thoroughly revised second edition...
New York: Springer, 2002. — 361 p. Mathematics in Medicine and the Life Sciences grew from lectures given by the authors at New York University, the University of Utah, and Michigan State University. The material is written for students who have had but one term of calculus, but it contains material that can be used in modeling courses in applied mathematics at all levels...
New York: Springer, 2002. — 361 p. Mathematics in Medicine and the Life Sciences grew from lectures given by the authors at New York University, the University of Utah, and Michigan State University. The material is written for students who have had but one term of calculus, but it contains material that can be used in modeling courses in applied mathematics at all levels...
2nd ed. — Springer, 2017. — 362 p. — (Texts in Applied Mathematics). — ISBN10: 0387950729. — ISBN13: 978-0387950723. Preview ebook The result of lectures given by the authors at New York University, the University of Utah, and Michigan State University, the material is written for students who have had only one term of calculus, but it contains material that can be used in...
Hramov A.E., Koronovskii A.A., Makarov V.A., Maksimenko V.A., Pavlov A.N., Sitnikova E. - 2nd edition. — Springer, 2021. — 397 p. — ISBN 978-3-030-75991-9. This book illustrates how modern mathematical wavelet transform techniques offer fresh insights into the complex behavior of neural systems at different levels: from the microscopic dynamics of individual cells to the...
Hramov A.E., Koronovskii A.A., Makarov V.A., Maksimenko V.A., Pavlov A.N., Sitnikova E. - 2nd edition. — Springer, 2021. — 397 p. — ISBN 978-3-030-75991-9. This book illustrates how modern mathematical wavelet transform techniques offer fresh insights into the complex behavior of neural systems at different levels: from the microscopic dynamics of individual cells to the...
N.-Y.: Springer, 2015(!). - 318p. This book examines theoretical and applied aspects of wavelet analysis in neurophysics, describing in detail different practical applications of the wavelet theory in the areas of neurodynamics and neurophysiology and providing a review of fundamental work that has been carried out in these fields over the last decade. Chapters 1 and 2...
Springer Science & Business Media, 2006. — 508 p. Probabilistic Modelling in Bioinformatics and Medical Informatics has been written for researchers and students in statistics, machine learning, and the biological sciences. The first part of this book provides a self-contained introduction to the methodology of Bayesian networks. The following parts demonstrate how these...
Boca Raton: CRC Press, 2017. — 608 p. MRI techniques have been recently introduced for non-invasive qualification of regional myocardial mechanics, which is not achievable with other imaging modalities. Covering more than twenty-three years of developments in MRI techniques for accessing heart mechanics, this book provides a plethora of techniques and concepts that assist...
Boston: MIT Press, 2019. — 257 p. A unified treatment of the generation and analysis of brain-generated electromagnetic fields. In Brain Signals, Risto Ilmoniemi and Jukka Sarvas present the basic physical and mathematical principles of magnetoencephalography (MEG) and electroencephalography (EEG), describing what kind of information is available in the neuroelectromagnetic...
CRC Press, 2020. — 318 p. This book discusses the why and how of each step of data-based medical research that can provide basic information to emerging researchers and medical graduate students who write theses or publish articles. The chapters are arranged in the sequence of steps for data-based research. The research steps are comprehensively covered from the selection of...
Cambridge University Press, 2021. — 405 p. — ISBN 978-1107179066. Discover the fundamental principles of biomedical measurement design and performance evaluation with this hands-on guide. Whether you develop measurement instruments or use them in novel ways, this practical text will prepare you to be an effective generator and consumer of biomedical data. Designed for both...
Springer, 2013. — 233 p.
The Human Respiratory System combines emerging ideas from biology and mathematics to show the reader how to produce models for the development of biomedical engineering applications associated with the lungs and airways. Mathematically mature but in its infancy as far as engineering uses are concerned, fractional calculus is the basis of the methods...
Springer, 2023. — 132 p. This book presents methods and tools of network biology and bioinformatics for understanding the disease dynamics and identification of drug targets. The initial section of chapters introduce the theoretical aspects followed by the different applications for construction and analysis of biological networks, methods for identifying crucial nodes in...
Springer. 2018. — 474 p. — ISBN: 9811086265. This book offers a comprehensive guide to essential techniques and methods in biostatistics, addressing the underlying concepts to aid in comprehension. The use of biostatistics techniques has increased manifold in the recent past, due to their suitability for applications in a wide range of problems in various fields. This book...
Springer. 2018. — 474 p. — ISBN: 9811086265. This book offers a comprehensive guide to essential techniques and methods in biostatistics, addressing the underlying concepts to aid in comprehension. The use of biostatistics techniques has increased manifold in the recent past, due to their suitability for applications in a wide range of problems in various fields. This book...
New York: Wiley-IEEE Press, 2017. — 423 p. Addresses recent advances from both the clinical and technological perspectives to provide a comprehensive presentation of m-Health This book introduces the concept of m-Health, first coined by Robert S. H. Istepanian in 2003. The evolution of m-Health since then—how it was transformed from an academic concept to a global healthcare...
ITexLi, 2023. — 160 p. — ISBN 1803564687 9781803564685 1803564679 9781803564678 1803564695 9781803564692. Molecular docking is a widely used bioinformatics method in biology, medicine, and biochemistry. This method, which can model interactions between different receptors and their various ligands at the molecular level, can represent intermolecular interactions at an...
Nova Biomedical, 2012. — 258 p. — ISBN: 978-1622572755 This book is a multidisciplinary book in which the problem on hypertensive disease is analyzed from different points of view by physicists, mathematicians, biologists. Topics discussed include a review on genetic and physiological mechanisms of arterial hypertension; descriptions of various approaches to mathematical...
CRC Press, 2022. — 225 p. — ISBN 978-0-367-75154-8. This book provides a proficient guide on the relationship between Artificial Intelligence (AI) and healthcare and how AI is changing all aspects of the healthcare industry. It also covers how deep learning will help in diagnosis and the prediction of disease spread. The editors present a comprehensive review of research...
Berlin: de Gruyter, 2001. — 192 p. In the design of a neural network, either for biological modeling, cognitive simulation, numerical computation or engineering applications, it is important to investigate the network's computational performance which is usually described by the long-term behaviors, called dynamics, of the model equations. The purpose of this book is to give an...
New York: Springer, 2021. — 292 p. This book focuses on the technical, cognitive, and behavioral skills needed to implement an extracorporeal membrane oxygenation (ECMO) simulation program. It describes these programs on the individual, team, and hospital system level, and includes the history of ECMO simulation, its evolution to its current state, and future directions of...
Routledge, 2024. — 367 p. — ISBN 9781032594729. Разработка программного обеспечения медицинского уровня: как создавать продукты медицинского назначения, соответствующие требованиям IEC 62304 и ISO 13485 This book is a practical guide to meeting IEC 62304 software-development requirements within the context of an ISO 13485 quality management system (QMS). The book proves this...
Academic Press, 2021. — 234 p. — ISBN 978-0-323-88467-9. Bone Remodeling Process: Mechanics, Biology, and Numerical Modeling provides a literature review. The first part of the book discusses bones in a normal physiological condition, bringing together the involved actors and factors reported over the past two decades, and the second discusses pathological conditions,...
Boca Raton: CRC Press, 2013. - 520 p. Quantifying the amount of autonomic nervous system activity in an individual patient can be extremely important, because it provides a gauge of disease severity in a large number of diseases. Heart rate variability (HRV) calculated from both short-term and longer-term electrocardiograms is an ideal window into such autonomic activity for two...
New York: Springer, 2014. — 663 p. Continual improvements in data collection and processing have had a huge impact on brain research, producing data sets that are often large and complicated. By emphasizing a few fundamental principles, and a handful of ubiquitous techniques, Analysis of Neural Data provides a unified treatment of analytical methods that have become essential...
Boca Raton: CRC Press/Chapman & Hall, 2022. — 172 p. In the 1960s and 1970s, mathematical biologists Sir Robert M. May, E.C. Pielou, and others utilized difference equations as models of ecological and epidemiological phenomena. Since then, with or without applications, the mathematics of difference equations has evolved into a field unto itself. Difference equations with the...
New York: Springer, 2013. - 158 p. The Poincaré plot (named after Henri Poincaré) is a popular two-dimensional visualization tool for dynamic systems due to its intuitive display of the dynamic properties of a system from a time series. This book presents the basis of Poincaré plot and focus especially on traditional and new methods for analysing the geometry, temporal and...
Boca Raton: Chapman & Hall/CRC, 2008. — 432 p. Continuing advances in biomedical research and statistical methods call for a constant stream of updated, cohesive accounts of new developments so that the methodologies can be properly implemented in the biomedical field. Responding to this need, Computational Methods in Biomedical Research explores important current and emerging...
Springer, 2012. — 176 p. — ISBN 978-1-4471-2287-6. Vortex Formation in the Cardiovascular System will recapitulate the current knowledge about the vortex formation in the cardiovascular system, from mechanics to cardiology. This can facilitate the interaction between basic scientists and clinicians on the topic of the circulatory system. The book begins with a synopsis of the...
Springer, 2012. — 406 p. — ISBN 978-1-4471-2288-3. Vortex Formation in the Cardiovascular System will recapitulate the current knowledge about the vortex formation in the cardiovascular system, from mechanics to cardiology. This can facilitate the interaction between basic scientists and clinicians on the topic of the circulatory system. The book begins with a synopsis of the...
Hoboken: Wiley, 2021. — 208 p. An introduction to state-of-the-art modeling and simulation approaches for social and economic determinants of population health New Horizons in Modeling and Simulation for Social Epidemiology and Public Health offers a comprehensive introduction to modeling and simulation that addresses the many complex research questions in social epidemiology...
Academic Press, 2019. — 255 p. — ISBN: 978-0-08-102939-8. Statistics for Biomedical Engineers and Scientists: How to Analyze and Visualize Data provides an intuitive understanding of the concepts of basic statistics, with a focus on solving biomedical problems. Readers will learn how to understand the fundamental concepts of descriptive and inferential statistics, analyze data...
М.: KIAM, 2017. — 15 p. In this paper we consider the self-consistent stationary level of electroencephalogram time series. The practical purpose of this statistics is to construct the disorder indicator. Unlike the classical problem of stationary test of two samples, in our case one should construct an indicator to predict the change in the nonstationary regime. For example,...
Springer International Publishing AG, 2017. — 423 p. — (Interdisciplinary Applied Mathematics 46) — ISBN: 978-3-319-50804-7. This textbook provides an exciting new addition to the area of network science featuring a stronger and more methodical link of models to their mathematical origin and explains how these relate to each other with special focus on epidemic spread on...
London: Academic Press, 2022. — 402 p. Computational Models in Biomedical Engineering: Finite Element Models Based on Smeared Physical Fields: Theory, Solutions, and Software discusses novel computational methodologies developed by the authors that address a variety of topics in biomedicine, with concepts that rely on the so-called smeared physical field built into the finite...
Hoboken: Wiley, 2018. — 417 p. A systematic review of the most current decision models and techniques for disease prevention and treatment Decision Analytics and Optimization in Disease Prevention and Treatment offers a comprehensive resource of the most current decision models and techniques for disease prevention and treatment. With contributions from leading experts in the...
CRC Press, 2021. — 365 p. — ISBN 978-1-032-03323-5. This book is a detailed reference on biomedical applications using Deep Learning. Because Deep Learning is an important actor shaping the future of Artificial Intelligence, its specific and innovative solutions for both medical and biomedical are very critical. This book provides a recent view of research works on essential,...
Elsevier, 2000. — 297 p. — (Techniques in the Behavioral and Neural Sciences, Volume 14).
Scientists planning experiments in medical and behavioral research will find this handbook and dictionary an invaluable desk reference tool. Also recommended as a textbook for students of Experimental Design or accompanying courses in Statistics.
Principles of experimental design are...
New York: Springer, 2021. — 322 p. This book presents innovative intelligent techniques, with an emphasis on their biomedical applications. Although many medical doctors are willing to share their knowledge – e.g. by incorporating it in computer-based advisory systems that can benefit other doctors – this knowledge is often expressed using imprecise (fuzzy) words from natural...
IOP Publishing, 2020. — 235 p. — (Biophysical Society–IOP Series). — ISBN 978-0-7503-2062-7. This book provides a thorough introduction to the topic of mathematical modeling of electrical activity in the heart, from molecular details of ionic channel dynamics to clinically derived patient-specific models. It discusses how cellular ionic models are formulated, introduces...
IOP Publishing Ltd, 2020. — 236 p. — ISBN 978-0-7503-2062-7. Моделирование и симуляция электрической активности сердца Mathematical models of cardiomyocyte electrophysiology have been developed over ecades and used as research tools. Model simulations have been carried out for a multitude of conditions using different types of models, but an overall focus has been on...
Cham: Springer, 2021. — 315 p. This innovative textbook brings together modern concepts in mathematical epidemiology, computational modeling, physics-based simulation, data science, and machine learning to understand one of the most significant problems of our current time, the outbreak dynamics and outbreak control of COVID-19. It teaches the relevant tools to model and...
Boca Raton: CRC Press, 2020. — 265 p. This book covers applications of fractional calculus used for medical and health science. It offers a collection of research articles built into chapters on classical and modern dynamical systems formulated by fractional differential equations describing human diseases and how to control them. The mathematical results included in the book...
Chapman and Hall/CRC, 2024. — 482 p. The statistical study and development of analytic methodology for individualization of treatments is no longer in its infancy. Many methods of study design, estimation, and inference exist, and the tools available to the analyst are ever growing. This handbook introduces the foundations of modern statistical approaches to precision medicine,...
Springer, 2023. — 397 p. This book presents the latest research, theoretical methods, and novel applications in the field of Health 5.0. The authors focus on combating COVID-19 or other pandemics through facilitating various technological services. The authors discuss new models, practical solutions, and technological advances related to detecting and analyzing COVID-19 or...
New York: Chapman and Hall/CRC, 2019. — 533 p. The cost for bringing new medicine from discovery to market has nearly doubled in the last decade and has now reached $2.6 billion. There is an urgent need to make drug development less time-consuming and less costly. Innovative trial designs/ analyses such as the Bayesian approach are essential to meet this need. This book will be...
Springer, 2012. — 427 p. — (Lecture Notes on Mathematical Modelling in the Life Sciences). — ISBN: 1461441773
Mathematical biomedicine is a rapidly developing interdisciplinary field of research that connects the natural and exact sciences in an attempt to respond to the modeling and simulation challenges raised by biology and medicine. There exist a large number of...
Springer International Publishing, Switzerland, 2015. — 192 p. — (Lecture Notes in Applied and Computational Mechanics 74). — ISBN: 978-3-319-10980-0. One of the current challenges in medicine and engineering is related to the application of computational methods to clinical medicine. The virtual environment can be used to study biological systems at different scales and under...
New York: Springer, 2018. — 356 p. This book provides an overview of new mathematical models, computational simulations and experimental tests in the field of biomedical technology, and covers a wide range of current research and challenges. The first part focuses on the virtual environment used to study biological systems at different scales and under multiphysics conditions....
New York: John Wiley & Sons, 2016. — 341 p. Neuroendocrinology with its well defined functions, inputs, and outputs, is one of the most fertile grounds for computational modeling in neuroscience. But modeling is often seen as something of a dark art. This book aims to display the power of modeling approaches in neuroendocrinology, and to showcase its potential for understanding...
Cambridge: Cambridge University Press, 2008. — 478 p. The purpose of this book is to introduce Fourier descriptors as a method for measuring the shape of whole, or parts of, organisms. Fourier descriptors refers to the utilization of Fourier analysis, primarily the Fourier series as a curve fitting technique, that can numerically describe the shape of irregular structures such as...
Springer, 2013. — 718 p. — ISBN 978-1-4614-5992-7. The Comprehensive Textbook of Healthcare Simulation is a cohesive, single-source reference on all aspects of simulation in medical education and evaluation. It covers the use of simulation in training in each specialty and is aimed at healthcare educators and administrators who are developing their own simulation centers or...
Springer International Publishing AG, 2018. — 163 p. — (Mathematics of Planet Earth 02). — ISBN: 3319721216. Mathematical modeling has been increasingly recognized in the public health community as an important research tool for infectious diseases control. This book is intended to provide its reader with essential modeling skills and methodology for the study of infectious...
New York: Springer, 2018. — 161 p. Uses five classic epidemic models to introduce different mathematical methods in model analysis see more benefits This text provides essential modeling skills and methodology for the study of infectious diseases through a one-semester modeling course or directed individual studies. The book includes mathematical descriptions of epidemiological...
Springer, 2020. — 386 p. — (Interdisciplinary Applied Mathematics 52). — ISBN: 978-3-030-42495-4. This book introduces advanced mathematical methods and techniques for analysis and simulation of models in mathematical epidemiology. Chronological age and class-age play an important role in the description of infectious diseases and this text provides the tools for the analysis...
CRC Press, 2017. — 294 p. This book shows healthcare professionals how to turn data points into meaningful knowledge upon which they can take effective action. Actionable intelligence can take many forms, from informing health policymakers on effective strategies for the population to providing direct and predictive insights on patients to healthcare providers so they can achieve...
Springer, 2014. — 112 p.
This book brings to bear a body of logic synthesis techniques, in order to contribute to the analysis and control of Boolean Networks (BN) for modeling genetic diseases such as cancer. The authors provide several VLSI logic techniques to model the genetic disease behavior as a BN, with powerful implicit enumeration techniques. Coverage also includes...
Springer, 2021. — 279 p. — (Advances in Cognitive Neurodynamics). — ISBN 978-981-16-0316-7. This book contains original articles submitted to the Seventh International Conference on Cognitive Neurodynamics (ICCN 2019). The brain is an endless case study of a complex system characterized by multiple levels of integration, multiple time scales of activity, and multiple coding and...
Springer, 2021. — 609 p. — (Advances in Cognitive Neurodynamics). — ISBN 978-981-16-0317-4. This book contains original articles submitted to the Seventh International Conference on Cognitive Neurodynamics (ICCN 2019). The brain is an endless case study of a complex system characterized by multiple levels of integration, multiple time scales of activity, and multiple coding and...
New York: Springer, 2019. — 471 p. The first dedicated volume on formal reasoning techniques applied to medical systems, including personalized medicine. Includes novel contributions on automated reasoning, formal methods, and verification by internationally leading researchers. Features state-of-the-art research, including chapters on Machine Learning (ML) and Artificial...
Frontiers Media SA, 2017. — 197 p. — ISBN: 978-2-88945-128-9. Big data is revolutionizing our ability to measure and study the human brain. New technology increases the resolution of images that are being study as well as enables researchers to study the brain as it functions. These technological advances are combined with efforts to collect neuroimaging data on large numbers...
Springer, 2017. — 279 p. — (Nonlinear Systems and Complexity). — ISBN10: 3319532065. — ISBN13: 978-3319532066. This volume presents infectious diseases modeled mathematically, taking seasonality and changes in population behavior into account, using a switched and hybrid systems framework. The scope of coverage includes background on mathematical epidemiology, including...
Springer International Publishing, 2017. — 327 p. — ISBN: 978-3-319-42999-1. This timely text/reference presents a detailed review of the state of the art in deep learning approaches for semantic object detection and segmentation in medical image computing, and large-scale radiology database mining. A particular focus is placed on the application of convolutional neural...
Wiley-Blackwell, 2019. — 446 p. — ISBN: 978-1-119-39113-5. This book offers a masterclass on the opportunities that different model animals offer to the basic understanding of neuroendocrine functions and mechanisms of action and the implications of this understanding. The authors review recent advances in the field emanating from studies involving a variety of animal models,...
Singapore: World Scientific Publishing Company, 2008. — 240 p. The Institute for Mathematical Sciences at the National University of Singapore hosted a research program on Mathematical Modeling of Infectious Diseases: Dynamics and Control from 15 August to 9 October 2005. As part of the program, tutorials for graduate students and junior researchers were given by leading...
Springer, 2011. — 172 p. This book constitutes the refereed proceedings of the International Workshop on Prostate Cancer Imaging, held in conjunction with MICCAI 2011, in Toronto, Canada, in September 2011. The 15 revised full papers presented together with 2 invited talks were carefully reviewed and selected from 19 submissions. The papers cover the clinical areas of radiology,...
Begel House Inc., 2006. — 704 p. This book is written for bioengineers who wish to learn more about fractional calculus (integration and differentiation of arbitrary order) and the ways in which it can be used to solve biomedical problems. The text covers a wide range of topics (bioelectrodes, biomaterials, neural networks, etc.) that will also be of interest to other...
New York: Springer, 2016. — 341 p. Discovering hidden recurring patterns in observable behavioral processes is an important issue frequently faced by numerous advanced students and researchers across many research areas, including psychology, biology, sports, robotics, media, finance, and medicine. As generally, themany powerful methods included in statistical software packages...
New York: Springer, 2020. — 384 p. This book constitutes the refereed proceedings of the 13th International Conference on Brain Informatics, BI 2020, held in Padua, Italy, in September 2020. The conference was held virtually due to the COVID-19 pandemic. The 33 full papers were carefully reviewed and selected from 57 submissions. The papers are organized in the following...
Springer, 2019. — 343 p. — (Comprehensive Healthcare Simulation) — ISBN: 978-3-030-26848-0 This book functions as a practical guide for the use of simulation in anesthesiology. Divided into five parts, it begins with the history of simulation in anesthesiology, its relevant pedagogical principles, and the modes of its employment. Readers are then provided with a comprehensive...
New York: Springer, 2019. — 398 p. This open access book describes modern applications of computational human modeling with specific emphasis in the areas of neurology and neuroelectromagnetics, depression and cancer treatments, radio-frequency studies and wireless communications. Special consideration is also given to the use of human modeling to the computational assessment of...
John Wiley & Sons, 2016. — XVIII, 598 p. — ISBN: 978-1-119-05256-2 (cloth). Provides a detailed and systematic description of the Method of Moments (Boundary Element Method) for electromagnetic modeling at low frequencies and includes hands-on, application-based MatLAB modules with user-friendly and intuitive GUI and a highly visualized interactive output. Includes a full-body...
New York: Springer, 2021. — 522 p. This book embodies principles and applications of advanced soft computing approaches in engineering, healthcare and allied domains directed toward the researchers aspiring to learn and apply intelligent data analytics techniques. The first part covers AI, machine learning and data analytics tools and techniques and their applications to the...
New York: Springer, 2021. — 522 p. — ISBN 9789813344112. This book embodies principles and applications of advanced soft computing approaches in engineering, healthcare and allied domains directed toward the researchers aspiring to learn and apply intelligent data analytics techniques. The first part covers AI, machine learning and data analytics tools and techniques and their...
Boca Raton: CRC Press, 2024. — 243 p. The text discusses the techniques of Deep Learning and Machine Learning in the field of neuroscience, engineering approaches to study the brain structure and dynamics, convolutional networks for fast, energy-efficient neuromorphic computing, and reinforcement learning in feedback control. It showcases case studies in neural data analysis....
New York: Springer, 2022. — 129 p. This open access book bridges common tools in medical imaging and neuroscience with the numerical solution of brain modelling PDEs. The connection between these areas is established through the use of two existing tools, FreeSurfer and FEniCS, and one novel tool, the SVM-Tk, developed for this book. The reader will learn the basics of magnetic...
Springer, 2014. — 241 p. This contributed volume presents computational models of diabetes that quantify the dynamic interrelationships among key physiological variables implicated in the underlying physiology under a variety of metabolic and behavioral conditions. These variables comprise for example blood glucose concentration and various hormones such as insulin, glucagon,...
Springer, 2017. — 326 p. Representing the first collection on the topic, this book builds from foundations to case studies, to future prospects, providing the reader with a rich and comprehensive understanding of the use of multi-criteria decision analysis (MCDA) in healthcare. The first section of the collection presents the foundations of MCDA as it is applied to healthcare...
Springer, 2015. — 453 p. — ISBN10: 1489976116 A comprehensive introduction to mathematical epidemiology accelerating from beginner to advanced research level Provides detailed introduction to applied dynamical systems while linking to epidemiological concepts Uses data to complement model development and analysis Highly illustrated with exercises included at the end of each...
N.-Y.: Springer, 2015. — 453 p. — ISBN10: 1489976116 A comprehensive introduction to mathematical epidemiology accelerating from beginner to advanced research level Provides detailed introduction to applied dynamical systems while linking to epidemiological concepts Uses data to complement model development and analysis Highly illustrated with exercises included at the end of...
Springer, 2021. — 241 p. — ISBN 978-3-030-45222-3. Операционное Исследование и Моделирование в Здравоохранении This book presents work on healthcare management and engineering using optimization and simulation methods and techniques. Specific topics covered in the contributed chapters include discrete-event simulation, patient admission scheduling, simulation-based emergency...
Academic Press, 2020. — 175 p. — ISBN: 978-0-12-817436-4 Mathematical Approaches to Liver Transplantation provides mathematical approaches to the optimization of liver graft distribution. Through mathematical and computational methods, several aspects related to organ allocation are tackled, with possible solutions presented. The book discusses topics such as patient selection...
Singapore: Springer, 2017. — 345 p. This book covers recent developments in epidemic process models and related data on temporally varying networks. It is widely recognized that contact networks are indispensable for describing, understanding, and intervening to stop the spread of infectious diseases in human and animal populations; “network epidemiology” is an umbrella term to...
Springer, 2016. — 221 p. HCSE, Lyon, France, May 2015. In this volume, scientists and practitioners write about new methods and technologies for improving the operation of health care organizations. Statistical analyses play an important role in these methods with the implications of simulation and modeling applied to the future of health care. Papers are based on work presented...
Springer, 2013. — 289 p. — (MS&A Volume 7) — ISBN: 978-88-470-5213-0. This book proposes an introduction to the mathematical modeling of the respiratory system. A detailed introduction on the physiological aspects makes it accessible to a large audience without any prior knowledge on the lung. Different levels of description are proposed, from the lumped models with a small...
Springer, 2022. — 117 p. — (Simula SpringerBriefs on Computing; Reports on Computational Physiology 12). — ISBN: 9783031051647. This open access volume compiles student reports from the 2021 Simula Summer School in Computational Physiology. Interested readers will find herein a number of modern approaches to modeling excitable tissue. This should provide a framework for tools...
Springer, 2023. — 118 p. — (Simula SpringerBriefs on Computing; Reports on Computational Physiology 13). — ISBN 9783031253744. This open access volume compiles student reports from the 2022 Simula Summer School in Computational Physiology. The reports provide an overview of some tools available to model physiology in excitable tissues across scales and scientific questions. In...
Springer, 2025. — 120 p. This open access volume compiles student reports from the 2023 Simula Summer School in Computational Physiology. The reports provide an overview of some tools available to model physiology in excitable tissues across scales and scientific questions. In 2023, Simula held the nineth annual Summer School in Computational Physiology in collaboration with...
Springer, 2020. — 409 p. — (Comprehensive Healthcare Simulation) — ISBN: 978-3-030-34810-6 This book presents the parameters of Mastery Learning (ML), an especially stringent variety of competency-based education that guides students to acquire essential knowledge and skill, measured rigorously against a minimum passing standard (MPS). As both a scholarly resource and a...
Springer, 2020. — 1109 p. — (Comprehensive Healthcare Simulation) — ISBN: 978-3-030-34811-3 This book presents the parameters of Mastery Learning (ML), an especially stringent variety of competency-based education that guides students to acquire essential knowledge and skill, measured rigorously against a minimum passing standard (MPS). As both a scholarly resource and a...
CRC Press, 2022. — 363 p. — ISBN 978-0-367-69663-4. This book focuses on automated analytical techniques for healthcare applications used to extract knowledge from a large amount of data. It brings together a variety of different aspects of the healthcare system and aids in the decision-making processes for healthcare professionals. Knowledge Modelling and Big Data Analytics in...
New York: Springer, 2010. — 240 p. It is clear that many fascinating problems still remain to be addressed in parasite transmission modelling, from better understanding of transmission processes and natural history of infection to investigating the impact of ecological and spatial scales, climate change, host immunity and social behaviour, parasite-host evolutionary dynamics...
Hackensack: World Scientific, 2009. — 350 p. This unique book fills an important need in predicting the effect of drugs on enteric motion, starting from first principles in pharmacology, neurobiology, and biophysics. A most valuable aspect is formulation of a comprehensive and sophisticated mathematical model which links drug effects on ionic channels (and currents) to produce...
Springer, 2017. — 290 p. This book concerns the mathematical modeling and computer simulation of the human stomach. It follows the four modern P’s (prevention, prediction, personalization, and precision in medicine) approach in addressing the highly heterogeneous nature of processes underlying gastric motility disorders manifested as gastroparesis, functional dyspepsia, myenteric...
New York: IEP, 1976. — 506 p. An in depth look into Least Squares adjustments. Covers adjustments of observations, conditions, and Total Least Squares. Many fine examples to drive home the information given. The same author as a somewhat simpler book titled "Analysis and Adjustment of Survey Measurements" that goes into more of the practical and less of the heavy mathematics....
New York: Springer, 1996. — 500 p. Increasingly more computer applications are becoming available to assist mental health clinicians and administrators in patient evaluation and treatment and mental health management, education, and research. Topics covered include: automated assessment procedures; MR-E (The Mental Retardation Expert); computerized assessment system for...
Boston: The MIT Press, 2018. — 781 p. A textbook for students with limited background in mathematics and computer coding, emphasizing computer tutorials that guide readers in producing models of neural behavior. This introductory text teaches students to understand, simulate, and analyze the complex behaviors of individual neurons and brain circuits. It is built around computer...
CRC Press, Taylor & Francis Group, 2020. — 441 p. — (Information Technology, Management, and Operations Research Practices). — ISBN 9780367903053. This book describes the uses of different mathematical modeling and soft computing techniques used in epidemiology for experiential research in projects such as how infectious diseases progress to show the likely outcome of an...
CRC Press, Taylor & Francis Group, 2020. — 441 p. — (Information Technology, Management, and Operations Research Practices). — ISBN 9780367903053. This book describes the uses of different mathematical modeling and soft computing techniques used in epidemiology for experiential research in projects such as how infectious diseases progress to show the likely outcome of an...
New York: Academic Press, 2021. — 520 p. Molecular Docking for Computer-Aided Drug Design: Fundamentals, Techniques, Resources and Applications offers in-depth coverage on the use of molecular docking for drug design. The book is divided into three main sections that cover basic techniques, tools, web servers and applications. It is an essential reference for students and...
Springer, 2021. — 767 p. — ISBN 978-3-030-57204-4. The purpose of this book is to present current mathematical and computational models that are used to describe and characterise the immunology of T cells. The reader will be exposed to a variety of tools/methods that go hand-in-hand with the T cell-mediated immunological process that is being modelled. We aim in the proposed...
Academic Press, 2021. — 315 p. — ISBN: 978-0-12-817897-3. Mathematical and numerical modelling of engineering problems in medicine is aimed at unveiling and understanding multidisciplinary interactions and processes and providing insights useful to clinical care and technology advances for better medical equipment and systems. When modelling medical problems, the engineer is...
Hoboken: Wiley, 2017. — 560 p. This book provides a broad collection of articles covering different aspects of computational modeling efforts in psychology and neuroscience. Specifically, it discusses models that span different brain regions (hippocampus, amygdala, basal ganglia, visual cortex), different species (humans, rats, fruit flies), and different modeling methods...
New York: Marcel Dekker, Inc., 2000. — 392 p. — (Biostatistics; vol. 6). — ISBN: 0-8247-0447-9. The book is a new contribution to didactic textbooks in mathematics, offering a contemporary introduction and exploration of difference equations in public health. The text begins with an elementary discussion of difference equations with definitions of the basic types of equations....
Philadelphia: Elsevier, 2015. — 563 p. Use the simplicity of the dimensional analysis method to minimize drug calculation errors! The Nurse, The Math, The Meds, 3rd Edition helps you overcome any math anxiety you may have by clearly explaining how to use the dimensional analysis method. It shows how to analyze practice problems, find the reasonable answer, and then evaluate it....
Cham: Springer, 2022. — 295 p. Biomedical signals provide unprecedented insight into abnormal or anomalous neurological conditions. The computer-aided diagnosis (CAD) system plays a key role in detecting neurological abnormalities and improving diagnosis and treatment consistency in medicine. This book covers different aspects of biomedical signals-based systems used in the...
Elsevier, 2023. — 441 p. Computational Methods in Drug Discovery and Repurposing for Cancer Therapy provides knowledge about ongoing research as well as computational approaches for drug discovery and repurposing for cancer therapy. The book also provides detailed descriptions about target molecules, pathways, and their inhibitors for easy understanding and applicability. The...
Springer International Publishing AG, 2017. — 255 p. — (Springer INdAM Series 24). — ISBN: 3319682962. This volume gathers contributions from theoretical, experimental and computational researchers who are working on various topics in theoretical/computational/mathematical neuroscience. The focus is on mathematical modeling, analytical and numerical topics, and statistical...
Springer International Publishing AG, 2017. — 255 p. — (Springer INdAM Series 24). — ISBN: 3319682962. This volume gathers contributions from theoretical, experimental and computational researchers who are working on various topics in theoretical/computational/mathematical neuroscience. The focus is on mathematical modeling, analytical and numerical topics, and statistical...
New York: Springer, 2020. — 286 p. Learning is its layered structure, with the different layers forming a hierarchy of processing stages ranging from low-level (layers closer to the input), where more generalizable information or descriptors are discovered, to high-level analysis (layers further away from the input), where information flowing through the network represents...
Cham: Springer, 2022. — 304 p. This book introduces a variety of well-proven and newly developed nature-inspired optimization algorithms solving a wide range of real-life biomedical and healthcare problems. Few solo and hybrid approaches are demonstrated in a lucid manner for the effective integration and finding solution for a large-scale complex healthcare problem. In the...
Boca Raton: CRC Press, 2019. — 315 p. Mixture Modelling for Medical and Health Sciencesprovides a direct connection between theoretical developments in mixture modelling and their applications in real world problems. The book describes the development of the most important concepts through comprehensive analyses of real and practical examples taken from real-life research...
São Paulo: Dialética, 2023. — 67 p. Due to current circumstances (pandemic) involving the spread of a virus (SARS-COV-2) in a population, understanding the concepts and mechanisms used in deterministic models, associated with the description of the epidemic dynamics of a virus transmission in a community, has become of paramount importance in public policies to combat the...
Academic Press, 2012. — 368 p. — (Bioengineering Series). Circulatory System Dynamics reviews cardiovascular dynamics from the analytical viewpoint and indicates ways in which the accumulated knowledge can be expanded and applied to further enhance understanding of the normal mammalian circulation, to ascertain the nature of difficulties associated with disease, and to test the...
Springer, 2010. - 353 p. In the past two decades, the large investment in cancer research led to identification of the complementary roles of genetic mutation and epigenetic change as the fundamental drivers of cancer. With these discoveries, we now recognize the deep heterogeneity in cancer, in which phenotypically similar behaviors in tumors arise from different molecular...
Philadelphia: American Mathematical Society, 2006. — 173 p. Since their emergence in 1917, tomography and inverse problems remain active and important fields that combine pure and applied mathematics and provide strong interplay between diverse mathematical problems and applications. The applied side is best known for medical and scientific use, in particular, medical imaging,...
Society for Industrial and Applied Mathematics, 2004. — 300 р. The purpose of this book is to study mathematical models of human physiology. The book is a result of work by Math-Tech (in Copenhagen, Denmark) and the BioMath group at the Department of Mathematics and Physics at Roskilde University (in Roskilde, Denmark) on mathematical models related to anesthesia simulation....
Издательство Elsevier, 2010, -420 pp. Neuroscience, like many other areas of biology, has experienced a data explosion in the last few years. Many remarkable findings have been triggered since and have undeniably improved our understanding of many aspects of the nervous system. However, the study of the brain and its inner workings is an extraordinarily complex endeavor;...
Philadelphia: Elsevier, 2010. — 420 p. Neuroscience, like many other areas of biology, has experienced a data explosion in the last few years. Many remarkable findings have been triggered since and have undeniably improved our understanding of many aspects of the nervous system. However, the study of the brain and its inner workings is an extraordinarily complex endeavor;...
New York: Academic Press, 2021. — 319 p. Applications of Multi-Criteria Decision-Making Theories in Healthcare and Biomedical Engineering contains several practical applications on how decision-making theory could be used in solving problems relating to the selection of best alternatives. The book focuses on assisting decision-makers (government, organizations, companies,...
Springer, 2021. — 267 p. — (Series in BioEngineering). — ISBN: 978-981-15-8639-2. This book provides a unified framework for various currently available mathematical models that are used to analyze progression and regression in cancer development, and to predict its dynamics with respect to therapeutic interventions. Accurate and reliable model representations of cancer...
New York: Chapman and Hall/CRC, 2018. — 585 p. Principles of Biostatistics is aimed at students in the biological and health sciences who wish to learn modern research methods. It is based on a required course offered at the Harvard School of Public Health. In addition to these graduate students, many health professionals from the Harvard medical area attend as well. The book...
Springer, 2020. — 319 p. — (Comprehensive Healthcare Simulation) — ISBN: 978-3-030-28844-0 This book focuses on InterProfessional (IP) Team Training and Simulation, from basic concepts to the practical application of IP in different healthcare settings. It thoroughly and comprehensively covers the role of simulation in healthcare, human factors in healthcare, challenges to...
2nd edition. — Sigma Theta Tau International Honor Society of Nursing, 2020. — 354 p. Foreword by Suzan Kardong-Edgren. Foreword by David Marshall. Foundations of Simulation. Developing Clinical Competence and Confidence. Creating an Effective Simulation Environment. Creating Effective, Evidence-Based Scenarios. Key Concepts in Simulation: Debriefing and Reflective Practice....
Sigma Theta Tau International Honor Society of Nursing, 2020. — 354 p. Foreword by Suzan Kardong-Edgren Foreword by David Marshall Foundations of Simulation Developing Clinical Competence and Confidence Creating an Effective Simulation Environment Creating Effective, Evidence-Based Scenarios Key Concepts in Simulation: Debriefing and Reflective Practice Evaluating Simulation...
Birkhäuser, 2024. — 501 p. — ISBN-13 : 978-3031546297 This book presents the analysis of viscous flows in thin tube structures, and develops a multi-scale method for modeling blood flow. For the reader’s convenience, the authors introduce all necessary notions and theorems from functional analysis and the classical theory of the Navier-Stokes equations. The problems of all...
Springer, 2022. — 416 p. — ISBN 978-3-030-79752-2. This book comprehensively covers the topic of COVID-19 and other pandemics and epidemics data analytics using computational modelling. Biomedical and Health Informatics is an emerging field of research at the intersection of information science, computer science, and health care. The new era of pandemics and epidemics bring...
Boca Raton: CRC Press, 2021. — 271 p. This book covers recent research on the COVID-19 pandemic. It includes the analysis, implementation, usage, and proposed ideas and models with architecture to handle the COVID-19 outbreak. Using advanced technologies such as artificial intelligence (AI) and machine learning (ML), techniques for data analysis, this book will be helpful to...
Springer, 2002. — 265 p. In the quest to understand and model the healthy or sick human body, re searchers and medical doctors are utilizing more and more quantitative tools and techniques. This trend is pushing the envelope of a new field we call Biomedical Computing, as an exciting frontier among signal processing, pattern recognition, optimization, nonlinear dynamics,...
Springer, 2009. — 451 p. The book is devoted to examining the dramatic increase in the application of effective optimization techniques to the delivery of health care. The articles, written by experts from the areas of optimization (operations research), computer science, and medicine, focus on models and algorithms that have led to more efficient and sophisticated treatments...
Oxford University Press, 2016. — 192 p. — ISBN: 978-0-19-870913-8 Brain imaging has revolutionized the field of psychology, yet it can be a minefield whichever discipline you approach it from. This book shows how brain imaging can advance a true neuroscience of human cognition. It is therefore accessible to those starting out in imaging, whereas informative for those who have...
Cham: Springer International Publishing, 2019. — 190 p. — ISBN: 978-3-030-03553-2. This book integrates the concepts of big data analytics into mental health practice and research. Mental disorders represent a public health challenge of staggering proportions. According to the most recent Global Burden of Disease study, psychiatric disorders constitute the leading cause of...
New York: Springer, 2020. — 131 p. This book addresses the problem of EEG signal analysis and the need to classify it for practical use in many sample implementations of brain–computer interfaces. In addition, it offers a wealth of information, ranging from the description of data acquisition methods in the field of human brain work, to the use of Moore–Penrose pseudo inversion...
World Scientific Publishing, 2018. — 467 p. This book describes the way in which the human brain is supplied with blood and how the brain uses this to provide nutrients, primarily oxygen and glucose, to brain cells in order to maintain healthy brain function. In particular, it focuses on the quantitative nature of blood flow and metabolism. The book covers models of blood flow and...
Springer, 2003. — 277 p. The book presents the state-of-the-art in the interdisciplinary field of fluid mechanics applied to cardiovascular modelling. It is neighter a monograph nor a collection of research papers, rather an extended review in the field. It is arranged in 4 scientific chapters each presenting thoroughly the approach of a leading research team; two additional...
Oxford: Oxford University Press, 2010. — 319 p. This book describes statistical concepts and techniques for evaluating medical diagnostic tests and biomarkers for detecting disease. More generally, the techniques pertain to the statistical classification problem for predicting a dichotomous outcome. Measures for quantifying test accuracy are described including sensitivity,...
Leicester: University of Leicester, 2005. — 116 p. Multivariate time series analysis is extensively used in neurophysiology with the aim of studying the relationship between simultaneously recorded signals. Recently, advances on information theory and nonlinear dynamical systems theory have allowed the study of various types of synchronization from time series. In this work, we...
New York: Springer, 2016. — 567 p. This book offers a self-study program on how mathematics, computer science and science can be profitably and seamlessly intertwined. This book focuses on two variable ODE models, both linear and nonlinear, and highlights theoretical and computational tools using MatLAB to explain their solutions. It also shows how to solve cable models using...
New York: Springer, 2016. — 546 p. This book shows cognitive scientists in training how mathematics, computer science and science can be usefully and seamlessly intertwined. It is a follow-up to the first two volumes on mathematics for cognitive scientists, and includes the mathematics and computational tools needed to understand how to compute the terms in the Fourier series...
New York: Springer, 2017. — 388 p. This book describes several mathematical models of the primary visual cortex, referring them to a vast ensemble of experimental data and putting forward an original geometrical model for its functional architecture, that is, the highly specific organization of its neural connections. The book spells out the geometrical algorithms implemented...
Chapman and Hall/CRC, 2005. — 229 p. — ISBN: 9781584885214. Much of our current knowledge on biological invasion was derived from field studies, but many recent advances relied heavily on mathematics and computing, particularly mathematical modeling. While numerical simulations are clearly a useful approach, they have some serious drawbacks. Approximations errors and the number...
Philadelphia: SAGE Publications, Inc, 2003. — 363 p. Making Sense of Factor Analysis: The Use of Factor Analysis for Instrument Development in Health Care Research presents a straightforward explanation of the complex statistical procedures involved in factor analysis. Authors Marjorie A. Pett, Nancy M. Lackey, and John J. Sullivan provide a step-by-step approach to analyzing data...
Springer, 2021. — 397 p. — ISBN 978-3-030-76619-1. This book lists current and potential biomedical uses of computational intelligence methods. These methods are used in diagnostics and treatment of such diseases as cancer, cardiac diseases, pneumonia, stroke, and COVID-19. Many biomedical problems are difficult; so, often, the current methods are not sufficient, new methods...
Springer, 2021. — 397 p. — ISBN 978-3-030-76619-1. This book lists current and potential biomedical uses of computational intelligence methods. These methods are used in diagnostics and treatment of such diseases as cancer, cardiac diseases, pneumonia, stroke, and COVID-19. Many biomedical problems are difficult; so, often, the current methods are not sufficient, new methods...
Boca Raton: CRC Press, 2020. — 241 p. Mathematical and Statistical Skills in the Biopharmaceutical Industry: A Pragmatic Approach describes a philosophy of efficient problem solving showcased using examples pertinent to the biostatistics function in clinical drug development. It was written to share a quintessence of the authors’ experiences acquired during many years of...
Academic Press, 2016. — 512 p. — (Handbook of Behavioral Neuroscience, Volume 23). — ISBN: 978-0128009819. Modeling the Psychopathological Dimensions of Schizophrenia: From Molecules to Behavior is the first book to offer a comprehensive review of the new theoretical, clinical, and basic research framework that considers psychotic illness as a group of dimensional...
Academic Press, 2023. — 302 p. — eBook ISBN: 9780323996815. Diagnostic Biomedical Signal and Image Processing Applications with Deep Learning Methods presents comprehensive research on both medical imaging and medical signals analysis. The book discusses classification, segmentation, detection, tracking and retrieval applications of non-invasive methods such as EEG, ECG, EMG,...
10th International Workshop, STACOM 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Revised Selected Papers LNCS 12009. — Springer, 2020. — XV, 417 p. — ISBN: 978-3-030-39074-7; ISBN: 978-3-030-39073-0. Editors: Pop M., Sermesant M., Camara O., Zhuang X., Li, S., Young A., Mansi T., Suinesiaputra A. (Eds.) This book constitutes the thoroughly...
Academic Press, 2022. — 268 p. — ISBN 978-0-12-818144-7. Multiscale Biomechanical Modeling of the Brain discusses the constitutive modeling of the brain at various length scales (nanoscale, microscale, mesoscale, macroscale and structural scale). In each scale, the book describes the state-of-the- experimental and computational tools used to quantify critical deformational...
Academic Press, 2022. — 672 p. — ISBN 9780128181454. Multiscale Biomechanical Modeling of the Brain discusses the constitutive modeling of the brain at various length scales (nanoscale, microscale, mesoscale, macroscale and structural scale). In each scale, the book describes the state-of-the- experimental and computational tools used to quantify critical deformational...
Springer, 2019. — 166 p. — ISBN: 978-3-030-21409-8 Beginning with an introduction to kidney function, renal replacement therapies, and an overview of clinical problems associated with haemodialysis, this book explores the principles of the short-term baroreflex regulation of the cardiovascular system and the mechanisms of water and solute transport across the human body from a...
Springer, 2019. — 384 p. — ISBN: 978-3-030-21410-4 Beginning with an introduction to kidney function, renal replacement therapies, and an overview of clinical problems associated with haemodialysis, this book explores the principles of the short-term baroreflex regulation of the cardiovascular system and the mechanisms of water and solute transport across the human body from a...
Hershey: Medical Information Science Reference, 2018. — 348 p. With more restrictions upon animal experimentations, pharmaceutical industries are currently focusing on a new generation of experiments and technologies that are considerably more efficient and less controversial. The integration of computational and experimental strategies has led to the identification and...
Springer, 2015. — 248 p. The book comprises contributions by some of the most respected scientists in the field of mathematical modeling and numerical simulation of the human cardiocirculatory system. The contributions cover a wide range of topics, from the preprocessing of clinical data to the development of mathematical equations, their numerical solution, and both in-vivo and...
3rd edition. — Wiley-IEEE Press, 2024. — 721 p. Biomedical Signal Analysis provides extensive insight into digital signal processing techniques for filtering, identification, characterization, classification, and analysis of biomedical signals with the aim of computer-aided diagnosis, taking a unique approach by presenting case studies encountered in the authors’ research...
Springer, 2017. — 254 p. This book addresses the most important aspects of how to plan and evaluate clinical trials with a composite primary endpoint to guarantee a clinically meaningful and valid interpretation of the results. Composite endpoints are often used as primary efficacy variables for clinical trials, particularly in the fields of oncology and cardiology. These...
Singapore: Springer, 2018. — 165 p. This book covers all aspects of statistical methods in detail with applications. It presents solutions to the needs of post-graduate medical students, doctors and basic medical scientists for statistical evaluation of data. In present era, dependency on softwares for statistical analysis is eroding the basic understanding of the statistical...
Routledge, 2015. — 492 p. — ISBN: 1848729723, 113878785X, 9781848729728
Item response theory (IRT) has moved beyond the confines of educational measurement into assessment domains such as personality, psychopathology, and patient-reported outcomes. Classic and emerging IRT methods and applications that are revolutionizing psychological measurement, particularly for health...
New York: Springer, 1988. — 264 p. The NATO Advanced Study Institute on "Cerebral Blood Flow: Mathematical Models, Instrumentation, and Imaging Techniques" was held in L'Aquila, Italy, June 2-13, 1986. Contributions to this program were received from the University of L'Aquila, Consiglio Nazionale delle Ricerche, Siemens Elettra S.p.A., and Bracco S.p.A. Recent studies of the...
Wiley, 2021. — 563 p. — ISBN 978-1119333722. Individual Participant Data Meta-Analysis: A Handbook for Healthcare Research provides a comprehensive introduction to the fundamental principles and methods that healthcare researchers need when considering, conducting or using individual participant data (IPD) meta-analysis projects. Written and edited by researchers with...
Boca Raton: CRC Press, 2020. — 227 p. Nowadays the term dose-response is used in many different contexts and many different scientific disciplines including agriculture, biochemistry, chemistry, environmental sciences, genetics, pharmacology, plant sciences, toxicology, and zoology. In the 1940 and 1950s, dose-response analysis was intimately linked to evaluation of toxicity in...
Berlin: de Gruyter, 2020. — 206 p. Modern practical medicine requires high tech in diagnostics and therapy and in consequence in education. All disciplines use computers to handle large data bases allowing individual therapy, to interpret large data bases in form of neuronal signals, help visualization of organs during surgery. This book contains chapters on personalised...
Walter de Gruyter, 2015. — 250 p. This book describes biological and medical phenomena and how they can be virtually simulated by breaking them down into basic principles. It introduces a wide spectrum of applications, from molecules, tissues, and organs up to the whole body, with a focus on how to use and interpret these simulations. The book is complemented by topics such as...
New York: Academic Press, 2019. — 856 p. In Silico Drug Design: Repurposing Techniques and Methodologies explores the application of computational tools that can be utilized for this approach. The book covers theoretical background and methodologies of chem-bioinformatic techniques and network modeling and discusses the various applied strategies to systematically retrieve,...
Humana Press, 2018. — 642 p. — (Neuromethods 132). — ISBN 978-1-4939-7403-0. This volume describes different computational methods encompassing ligand-based approaches (QSAR, pharmcophore), structure-based approaches (homology modeling, docking, molecular dynamics simulation), and combined approaches (virtual screening) with applications in anti-Alzheimer drug design. Different...
2nd edition. — Humana Press, 2023. — 492 p. — (Neuromethods 203). — ISBN 978-1-0716-3310-6. This second edition volume expands on the previous edition with updated descriptions on different computational methods encompassing ligand-based, structure-based, and combined approaches with their recent applications in anti-Alzheimer drug design. Different background topics like...
Humana Press, 2021. — 792 p. — ISBN 978-1-0716-1365-8. This essential volume explores a variety of tools and protocols of structure-based (homology modeling, molecular docking, molecular dynamics, protein-protein interaction network) and ligand-based (pharmacophore mapping, quantitative structure-activity relationships or QSARs) drug design for ranking and prioritization of...
Springer, 2019. — 100 p. — (SpringerBriefs in Applied Sciences and Technology: Mathematical Methods). — ISBN: 978-981-13-9019-7. This book discusses several mathematical models highlighting the disease dynamics of psoriasis and its control. It explains the control of keratinocyte concentration through a negative feedback mechanism and the effect of including a realistic time...
John Wiley & Sons, Inc., 2025. — 573 p. — ISBN: 9781394249169 Comprehensive resource covering computational tools and techniques for the development of cost-effective drugs to combat diseases, with specific disease examples. Computational Methods for Rational Drug Design covers the tools and techniques of drug design with applications to the discovery of small molecule-based...
Amsterdam: Eslevier, 2022. — 324 p. Computer-Aided Drug Design (CADD): From Ligand-Based Methods to Structure-Based Approaches outlines the basic theoretical principles, methodologies and applications of different fundamental and advanced CADD approaches and techniques. Including information on current protocols as well as recent developments in the computational methods, tools...
Boca Raton: CRC Press, 2021. — 429 p. Brain and Behavior Computing offers insights into the functions of the human brain. This book provides an emphasis on brain and behavior computing with different modalities available such as signal processing, image processing, data sciences, statistics further it includes fundamental, mathematical model, algorithms, case studies, and...
New York: CRC Press, 2014. — 282 p. Interest in brain connectivity inference has become ubiquitous and is now increasingly adopted in experimental investigations of clinical, behavioral, and experimental neurosciences. Methods in Brain Connectivity Inference through Multivariate Time Series Analysis gathers the contributions of leading international authors who discuss...
Berlin: Springer, 1977. — 196 p. Some Basic Neurophysiology Signals in the Nervous System Stochastic Modelling of Single Neuron Spike Trains Superposition Models Deletion Models Diffusion Models Counter Models Discrete State Models Continuous State Models Real Neurons and Mathematical Models
Singapore: World Scientific Publishing, 2020. — 109 p. The book is intended for readers who are interested in learning about the use of computer-based modelling of the COVID-19 disease. It provides a basic introduction to a five-ordinary differential equation (ODE) model by providing a complete statement of the model, including a detailed discussion of the ODEs, initial...
Boca Raton: CRC Press, 2021. — 197 p. Covid-19 is primarily a respiratory disease which results in impaired oxygenation of blood. The O2-deficient blood then moves through the body, and for the study in this book, the focus is on the blood flowing to the brain. The dynamics of blood flow along the brain capillaries and tissue is modeled as systems of ordinary and partial...
Academic Press, 2018. — 220 p. This book first demonstrates computer-based implementation of a prototype ODE/PDE model for the dynamics of the α-synuclein monomer and polymer, and then details the methodology for the numerical integration of ODE/PDE systems which can be applied to computer-based analyses of alternative models based on the reader's interest. ODE Model...
CRC Press, 2020. — 149 p. — ISBN 9780367471354, 9780367473549, 9781000057270, 9781000057256, 9781000057232. Multiple myeloma is a form of bone cancer. Specifically, it is a cancer of the plasma cells found in bone marrow (bone soft tissue). Normal plasma cells are an important part of the immune system. Mathematical models for multiple myeloma based on ordinary and partial...
New York: Morgan & Claypool Publishers, 2019. — 143 p. Atherosclerosis is a pathological condition of the arteries in which plaque buildup and stiffening (hardening) can lead to stroke, myocardial infarction (heart attacks), and even death. Cholesterol in the blood is a key marker for atherosclerosis, with two forms: (1) LDL - low density lipoproteins and (2) HDL - high density...
New York: Morgan&Claypool, 2019. — 113 p. This book has a two-fold purpose: An introduction to the computer-based modeling of influenza, a continuing major worldwide communicable disease.The use of (1) as an illustration of a methodology for the computer-based modeling of communicable diseases. For the purposes of (1) and (2), a basic influenza model is formulated as a system...
Boca Raton: CRC Press, 2019. — 251 p. Time delayed (lagged) variables are an inherent feature of biological/physiological systems. For example, infection from a disease may at first be asymptomatic, and only after a delay is the infection apparent so that treatment can begin.Thus, to adequately describe physiological systems, time delays are frequently required and must be...
New York: Springer, 2019. — 148 p. This book constitutes the refereed proceedings of the Third International Workshop on Connectomics in NeuroImaging, CNI 2019, held in conjunction with MICCAI 2019 in Shenzhen, China, in October 2019. The 13 full papers presented were carefully reviewed and selected from 14 submissions. The papers deal with new advancements in network...
New York: Independently published, 2017. — 354 p. MedCalc statistical software manual. This edition covers version 17 of the software. May be loaded from https://www.medcalc.org/
Springer-Verlag, 2002. – 352 p. A Short History of Neuroscience Structure of a Neuron Nerve Membranes The Hodgkin-Huxley (H-H) Axon Leading-Edge Models Recovery Models Myelinated Nerves Ephaptic Interactions Among Axons Neural Modeling Constructive Brain Theories Neuronal Assemblies The Hierarchical Nature of Brain Dynamics A Conservation Laws and Conservative Systems В...
KIT Scientific Publishing, 2010. — 247 p. Comprehension of the beating of the human heart is important for cardiac research and will improve many clinical applications. Simulations based on models describing cardiac electro-mechanics can acquire insights into this behavior. This work focuses on the mathematical reconstruction of electrophysiology, excitation conduction, and...
MIT Press, 2020. — 343 p. Preface Introduction: Toward a Computational Approach to Psychiatry Methods of Computational Psychiatry: A Brief Survey Biophysically Based Neural Circuit Modeling of Working Memory and Decision Making, and Related Psychiatric Deficits Computational Models of Cognitive Control: Past and Current Approaches The Value of Almost Everything: Models of the...
Springer, 2020. — 148 p. — (Comprehensive Healthcare Simulation). — ISBN 978-3-030-46810-1. This is the first complete guide for creating a sustainable healthcare simulation program/center. It is created by experts in the field that are on the front lines of this emerging field. It is intended and written with all professions in mind, and should be a resource for all, be they...
IGI Global, 2020. — 466 p. — ISBN: 9781799837428. When deadly illness spreads through a population at a rapid pace, time may be of the essence in order to save lives. Using mathematics as a language to interpret assumptions concerning the biological and population mechanics, one can make predictions by analyzing actual epidemiological data using mathematical tests and results....
Wiley, 1998. — 296 p. This is one of the first introductions to the sophisticated statistical methods that play a key role in research on human genetics. Topics include the estimation of allele frequencies, the testing for Hardy-Weinberg equilibrium, classical and complex segregation analysis, linkage analysis for Mendelian and complex diseases and quantitative traits, the...
Academic Press, 2021. — 489 p. — ISBN 978-0-12-821748-1. Chemoinformatics and Bioinformatics in the Pharmaceutical Sciences brings together two very important fields in pharmaceutical sciences that have been mostly seen as diverging from each other: chemoinformatics and bioinformatics. As developing drugs is an expensive and lengthy process, technology can improve the cost,...
Basel: MDPI, 2022. — 198 p. Cancer is a leading cause of death worldwide, claiming millions of lives each year. Cancer biology is an essential research field to understand how cancer develops, evolves, and responds to therapy. By taking advantage of a series of “omics” technologies (e.g., genomics, transcriptomics, and epigenomics), computational methods in bioinformatics and...
Boston: Elsevier, 2021. — 387 p. Concepts and Experimental Protocols of Modelling and Informatics in Drug Design discusses each experimental protocol utilized in the field of bioinformatics, focusing especially on computer modeling for drug development. It helps the user in understanding the field of computer-aided molecular modeling (CAMM) by presenting solved exercises and...
Thieme, 2015. — 466 p. — ISBN: 9783131731111 From bioinformatics to nanotechnology, advances in basic research ultimately drive advances in clinical care. This book provides a comprehensive summary of all current research methodologies for translational and pre-clinical studies in biomechanics and orthopedic trauma surgery. With this "roadmap" at hand, specialists and trainees...
Springer, 2023. — 254 p. This book discusses computational methods related to biological models using mathematical tools and techniques. The book chapters concentrate on numerical and analytical techniques that provide a global solution for biological models while keeping long-term benefits in mind. The solutions are useful in closely understanding biological models, and the...
Singapore: Springer, 2022. — 239 p. This book discusses the application of machine learning in genomics. Machine Learning offers ample opportunities for Big Data to be assimilated and comprehended effectively using different frameworks. Stratification, diagnosis, classification and survival predictions encompass the different health care regimes representing unique challenges...
New York: Springer, 2017. — 257 p. This book presents advanced methodologies in two areas related to electroencephalogram (EEG) signals: detection of epileptic seizures and identification of mental states in brain computer interface (BCI) systems. The proposed methods enable the extraction of this vital information from EEG signals in order to accurately detect abnormalities...
Springer, 2015. — 98 p. This book integrates recent methodological developments for calculating the sample size and power in trials with more than one endpoint considered as multiple primary or co-primary, offering an important reference work for statisticians working in this area. The determination of sample size and the evaluation of power are fundamental and critical elements...
New York: Springer, 2019. — 389 p. This book presents an emerging new vision of the brain, which is essentially expressed in computational terms, for non-experts. As such, it presents the fundamental concepts of neuroscience in simple language, without overwhelming non-biologists with excessive biological jargon. In addition, the book presents a novel computational perspective...
Springer, 2022. — 343 p. — (Acta Neurochirurgica Supplement 134). — ISBN 978-3-030-85291-7. This book bridges the gap between data scientists and clinicians by introducing all relevant aspects of machine learning in an accessible way, and will certainly foster new and serendipitous applications of machine learning in the clinical neurosciences. Building from the ground up by...
Springer, 2022. — 1462 p. — (Acta Neurochirurgica Supplement 134). — ISBN 978-3-030-85292-4. This book bridges the gap between data scientists and clinicians by introducing all relevant aspects of machine learning in an accessible way, and will certainly foster new and serendipitous applications of machine learning in the clinical neurosciences. Building from the ground up by...
Springer, 2019. — 391 p. — (Comprehensive Healthcare Simulation). — ISBN 978-3-319-98275-5. This pragmatic book is a guide for the use of simulation in surgery and surgical subspecialties, including general surgery, urology, gynecology, cardiothoracic and vascular surgery, orthopedics, ophthalmology, and otolaryngology. It offers evidence-based recommendations for the...
Boca Raton: CRC Press, 2013. — 136 p. In the fi eld of computational neuroscience, this book is an attempt: (1) to summarize demyelinating neuropathies such as Charcot-MarieTooth Disease Type 1A (CMT1A), Chronic Infl ammatory Demyelinating Polyneuropathy (CIDP), CIDP subtypes, Guillain-Barré Syndrome (GBS), Multifocal Motor Neuropathy (MMN) and neuronopathies such as...
Cham : Springer International Publishing, 2018. — 149 p. — ISBN: 978-3-030-02628-8. This book constitutes the refereed joint proceedings of the First International Workshop on Machine Learning in Clinical Neuroimaging, MLCN 2018, the First International Workshop on Deep Learning Fails, DLF 2018, and the First International Workshop on Interpretability of Machine Intelligence in...
Berlin: Springer, 1986. — 249 p. Over the past three years I have grown accustomed to the puzzled look which appears on people's faces when they hear that I am a mathematician who studies sleep. They wonder, but are usually too polite to ask, what does mathematics have to do with sleep? Instead they ask the questions that fascinate us all: Why do we have to sleep? How much...
New York: Academic Press, 2019. — 449 p. This book presents how machine learning and biomedical signal processing methods can be used in biomedical signal analysis. Different machine learning applications in biomedical signal analysis, including those for electrocardiogram, electroencephalogram and electromyogram are described in a practical and comprehensive way, helping...
Springer, 2023. — 144 p. — ISBN 978-981-99-5928-0. This book focuses on the practical application of Adaptive Dynamic Programming (ADP) in chemotherapy drug delivery, taking into account clinical variables and real-time data. ADP's ability to adapt to changing conditions and make optimal decisions in complex and uncertain situations makes it a valuable tool in addressing...
Springer, 2021. — 317 p. — ISBN 978-981-16-4865-6. This book presents original papers reflecting topics featured at the international symposium entitled “Fusion of Mathematics and Biology” and organized by the editor of the book. The symposium, held in October 2020 at Osaka University in Japan, was the core event for the final year of the research project entitled “Establishing...
Springer, 2021. — 317 p. — ISBN 978-981-16-4865-6. This book presents original papers reflecting topics featured at the international symposium entitled “Fusion of Mathematics and Biology” and organized by the editor of the book. The symposium, held in October 2020 at Osaka University in Japan, was the core event for the final year of the research project entitled “Establishing...
World Scientific, 2005. — 610 p. With contributions from an international team of leading researchers, the book pulls together updated research results in the area of HIV/AIDS modeling to provide readers with the latest information in the field. Topics covered include: AIDS epidemic models; vaccine models; models for HIV/cell dynamics and interactions; cellular kinetics; viral...
New York: The Institution of Engineering and Technology, 2018. — 356 p. Brain-machine interfacing or brain-computer interfacing (BMI/BCI) is an emerging and challenging technology used in engineering and neuroscience. The ultimate goal is to provide a pathway from the brain to the external world via mapping, assisting, augmenting or repairing human cognitive or sensory-motor...
Apple Academic Press, 2023. — 324 p. — eBook ISBN 9781003303855. The volume provides a wealth of up-to-date information on developments and applications of deep learning in healthcare and medicine, providing deep insight and understanding of novel applications that address the tough questions of disease diagnosis, prevention, and immunization. The volume looks at applications...
Springer, 2017. — 160 p. — ISBN: 978-3-319-51463-5. The book presents a knowledge discovery based approach to build a recommender system supporting a physician in treating tinnitus patients with the highly successful method called Tinnitus Retraining Therapy. It describes experiments on extracting novel knowledge from the historical dataset of patients treated by Dr. P....
Singapore: Springer, 2023. — 103 p. Convolutional Neural Networks for Medical Applications consists of research investigated by the author, containing state-of-the-art knowledge, authored by Dr Teoh Teik Toe, in applying Convolutional Neural Networks (CNNs) to the medical imagery domain. This book will expose researchers to various applications and techniques applied with deep...
Wien: Springer, 2012. — 206 p. Computational methodologies and modeling play a growing role for investigating mechanisms, and for the diagnosis and therapy of human diseases. This progress gave rise to computational medicine, an interdisciplinary field at the interface of computer science and medicine. The main focus of computational medicine lies in the development of data...
Wiesbaden: Springer Spektrum, 2021. — 260 p. This book deals with the prediction of possible future scenarios concerning the COVID-19 pandemic. Based on the well-known SIR model by Kermack and McKendrick a compartment model is established. This model comprises its own assumptions, transition rates and transmission dynamics, as well as a corresponding system of ordinary...
New York: Springer, 2016. — 279 p.
Offers an accessible introduction to an important theory in a field of growing relevance.
Includes complete details of models and methods, enabling the reader to implement and study the models under consideration
Pursues a systematic approach to studying stochastic release mechanisms where the gating is governed by a Markov model
Flow of...
Second Edition. — Academic Press, 2018. — 723 p. — ISBN: 978-0-12-810482-8. This book, Second Edition provides an introduction to signal processing and modeling for those with a modest understanding of algebra, trigonometry and calculus. With a robust modeling component, this book describes modeling from the fundamental level of differential equations all the way up to...
London: Elsevier Inc., 2010. — 178 p. The popularity of signal processing in neuroscience is increasing, and with the current availability and development of computer hardware and software, it is anticipated that the current growth will continue. Because electrode fabrication has improved and measurement equipment is getting less expensive, electrophysiological measurements...
London: Elsevier Inc., 2010. — 178 p. — ISBN: 0123849152. The popularity of signal processing in neuroscience is increasing, and with the current availability and development of computer hardware and software, it is anticipated that the current growth will continue. Because electrode fabrication has improved and measurement equipment is getting less expensive,...
IGI Global, 2023. — 279 p. — ISBN 9781799883432. Communicable diseases have been an important part of human history. Epidemics afflicted populations, causing many deaths before gradually fading away and emerging again years after. Epidemics of infectious diseases are occurring more often, and spreading faster and further than ever, in many different regions of the world. The...
IGI Global, 2023. — 279 p. — ISBN 9781799883449. Communicable diseases have been an important part of human history. Epidemics afflicted populations, causing many deaths before gradually fading away and emerging again years after. Epidemics of infectious diseases are occurring more often, and spreading faster and further than ever, in many different regions of the world. The...
Academic Press, 2020. — 267 p. — ISBN: 978-0-12-815653-7. This book offers practices and advances surrounding the multiscale modeling of hemodynamics and their personalization with conventional clinical data. Focusing on three physiological disciplines, readers will learn how to derive a suitable mathematical model and personalize its parameters to account for pathologies and...
Dordrecht: Springer, 2006. — 329 p. This book is the outcome of a series of discussions at the Philips Symposium on Intelligent Algorithms, held in Eindhoven in December 2004. It offers exciting and practical examples of the use of intelligent algorithms in ambient and biomedical computing. It contains topics such as bioscience computing, database design, machine consciousness,...
Springer, 2023. — 1031 p. — ISBN 978-3-319-75921-0. The Handbook of Computational Neurodegeneration provides a comprehensive overview of the field and thus bridges the gap between standard textbooks of research on neurodegeneration and dispersed publications for specialists that have a narrowed focus on computational methods to study this complicated process.The handbook...
Oxford: Oxford University Press, 2010. — 401 p. Mathematical models are increasingly being used to examine questions in infectious disease control. Applications include predicting the impact of vaccination strategies against common infections and determining optimal control strategies against HIV and pandemic influenza. This book introduces individuals interested in infectious...
New York: Springer, 2005. — 127 p. This book brings together the fundamental ideas of information theory and the statistical mechanics of phase transitions within the context of the neurosciences, culture, immunology and socio-psychological studies. Outlined is a program pertaining to a dynamic and semantic extension of current models for the global neuronal workspace as were...
Academic Press, 2009. — 384 p. — ISBN 13: 978-0-12-374551-4 MatLAB is the accepted standard for scientific computing, used globally in virtually all Neuroscience and Cognitive Psychology laboratories. For instance, SPM, the most used software for the analysis and manipulation of fMRI images in research and clinical practice is fully programmed in MatLAB, and its use of the...
IOP Publishing, 2020. — 405 p. — (IPEM–IOP Series in Physics and Engineering in Medicine and Biology). — ISBN 978-0-7503-2214-0. The area of machine learning, especially deep learning, has exploded in recent years, producing advances in everything from speech recognition and gaming to drug discovery. Tomographic imaging is another major area that is being transformed by machine...
World SCientific, 2013. — 345 p.
This exceptional book is concerned with the application of fractals and chaos, as well as other concepts from nonlinear dynamics to biomedical phenomena. Herein we seek to communicate the excitement being experienced by scientists upon making application of these concepts within the life sciences. Mathematical concepts are introduced using...
Boca Raton: CRC Press, 2024. — 162 p. On the Fractal Language of Medicine bridges a very clear gap among the knowledge gained over the last 20 years in the physical and life sciences on network theory, organ synchronicity and communication, the understanding of fractal signatures in health and disease and the importance of fractional calculus in integrating these concepts. The...
Springer, 2024. — 235 p. This book serves as a tutorial that explains how different state estimators (Bayesian filters) can be built when all or part of the observations are binary. The book begins by briefly motivating the need for point process state estimation followed by an introduction to the overall approach, as well as some basic background material in statistics that...
Springer-Verlag, 2007. — 220 pp. — ISBN: 978-0-387-30893-7 (Print) 978-0-387-68733-9 (Online)
Series: Interdisciplinary Applied Mathematics №32.
This book reviews how mathematics can be used in combination with biological data in order to improve understanding of how the immune system works. This is illustrated largely in the context of viral infections. Mathematical models...
Hoboken: Wiley, 2002. — 700 p. The new edition adds a chapter on multiple linear regression in biomedical research, with sections including the multiple linear regressions model and least squares; the ANOVA table, parameter estimates, and confidence intervals; partial f-tests; polynomial regression; and analysis of covariance. Organized by problem rather than method, so it...
New York: Springer, 2018. — 155 p. This book constitutes the refereed proceedings of the Second International Workshop on Connectomics in NeuroImaging, CNI 2018, held in conjunction with MICCAI 2018 in Granada, Spain, in September 2018. The 15 full papers presented were carefully reviewed and selected from 20 submissions. The papers deal with new advancements in network...
Wiesbaden: Springer Spektrum, 2016. — 99 p. Matthias Würl presents two essential steps to implement offline PET monitoring of proton dose delivery at a clinical facility, namely the setting up of an accurate Monte Carlo model of the clinical beamline and the experimental validation of positron emitter production cross-sections. In the first part, the field size dependence of...
Cham: Springer, 2019. — 361 p. This book provides a systematic treatment of the mathematical underpinnings of work in the theory of outbreak dynamics and their control, covering balanced perspectives between theory and practice including new material on contemporary topics in the field of infectious disease modelling. Specifically, it presents a unified mathematical framework...
New York: Academic Press, 2017. — 184 p. Translational Bioinformatics and Systems Biology Methods for Personalized Medicine introduces integrative approaches in translational bioinformatics and systems biology to support the practice of personalized, precision, predictive, preventive, and participatory medicine. Through the description of important cutting-edge technologies in...
Boca Raton: CRC Press, 2020. — 119 p. Health care utilization routinely generates vast amounts of data from sources ranging from electronic medical records, insurance claims, vital signs, and patient-reported outcomes. Predicting health outcomes using data modeling approaches is an emerging field that can reveal important insights into disproportionate spending patterns. This...
Boca Raton: CRC Press, 2019. — 327 p. Drug development is an iterative process. The recent publications of regulatory guidelines further entail a lifecycle approach. Blending data from disparate sources, the Bayesian approach provides a flexible framework for drug development. Despite its advantages, the uptake of Bayesian methodologies is lagging behind in the field of...
Springer, 2022. — 274 p. — ISBN 978-3-030-83695-5. Tissue Engineering: A Primer with Laboratory Demonstrations concisely covers the fundamental basics of tissue engineering. A series of simple, low-cost, and easy-to-implement laboratory modules are included in each chapter, along with experimental results with actual images and data, and a set of questions and discussion topics...
SLACK Incorporated, 2022. — 337 p. — ISBN 978-1-63091-737-1. As simulated learning experiences are increasingly used in healthcare education to enhance student engagement and experience, Clinical Simulation for Healthcare Professionals serves as a resource for the utility, design, and implementation of simulation-based education in occupational therapy, physical therapy,...
Hoboken: Wiley, 2004. — 298 p. There have been many advances in the theory and applications of discrete distributions in recent years. They can be applied to a wide range of problems, particularly in the health sciences, although a good understanding of their properties is very important. Discrete Distributions: Applications in the Health Sciences describes a number of new...
Springer, 2021. — 506 p. — ISBN 978-3-030-72436-8. This book brings together the voices of leading experts in the frontiers of biostatistics, biomedicine, and the health sciences to discuss the statistical procedures, useful methods, and novel applications in biostatistics research. It also includes discussions of potential future directions of biomedicine and new statistical...
Springer, 2021. — 506 p. — ISBN 978-3-030-72436-8. This book brings together the voices of leading experts in the frontiers of biostatistics, biomedicine, and the health sciences to discuss the statistical procedures, useful methods, and novel applications in biostatistics research. It also includes discussions of potential future directions of biomedicine and new statistical...
Singapore: Springer Singapore, 2018. — 359 p. — ISBN: 978-981-13-1396-7. This book introduces readers to the latest technological advances in the emerging field of intelligent orthopaedics. Artificial intelligence and smart instrumentation techniques are now revolutionizing every area of our lives, including medicine. The applications of these techniques in orthopaedic...
Singapore: Springer Singapore, 2018. — 359 p. — ISBN: 978-981-13-1396-7. This book introduces readers to the latest technological advances in the emerging field of intelligent orthopaedics. Artificial intelligence and smart instrumentation techniques are now revolutionizing every area of our lives, including medicine. The applications of these techniques in orthopaedic...
New York: Springer, 2017. — 446 p. This book presents the latest research in computational methods for modeling and simulating brain disorders. In particular, it shows how mathematical models can be used to study the relationship between a given disorder and the specific brain structure associated with that disorder. It also describes the emerging field of computational...
Springer, 2016. — 546 p. — ISBN: 978-3-319-28095-0. This book focuses on the analysis of cancer dynamics and the mathematically based synthesis of anticancer therapy. It summarizes the current state-of-the-art in this field and clarifies common misconceptions about mathematical modeling in cancer. Additionally, it encourages closer cooperation between engineers, physicians and...
Учебное пособие. — М.: Российская медицинская академия непрерывного профессионального образования, 2016. — 96 с. — ISBN 978-5-7249-2616-4. Цель учебного пособия — ознакомить целевую аудиторию с цифровыми технологиями в стоматологии, понятием и определением CAD/CAM-системы, этапами работы, их дифференциацией. Содержание учебного пособия соответствует содержанию образовательной...
Учебное пособие. — М.: Центральный научно-исследовательский институт организации и информатизации здравоохранения (ЦНИИОИЗ), 2014. — 120 с. — ISSN 5-94116-002-10. Изложен теоретический материал и приведен пример аналитического расчета травматизма, полученного в дорожно-транспортных происшествиях. Выполнен предварительный расчет, построены многофакторные математические модели с...
М.: Наука. Гл. ред. физ.-мат. лит., 1988. — 192 с. — ISBN 5-02-013768-5. Изложены методы аналитического и численного исследования математических моделей заболеваний, а также основные результаты, полученные с помощью этих методов. Сложность и важность такого исследования связана с тем, что используемые модели описываются системами нелинейных дифференциальных уравнений с...
М.: Наука. Гл. ред. физ.-мат. лит., 1988. — 192 с. — ISBN 5-02-013768-5 Изложены методы аналитического и численного исследования математических моделей заболеваний, а также основные результаты, полученные с помощью этих методов. Сложность и важность такого исследования связана с тем, что используемые модели описываются системами нелинейных дифференциальных уравнений с...
Монография. — Московская обл., Ногинск: Аналитика Родис, 2016. — 200 с. Монография является результатом многолетней работы преподавателей, аспирантов и студентов кафедры прикладной математики Томского политех-нического университета в тесном взаимодействии со специалистами томских медицинских учреждений. Основная идея монографии — разработка индиви-дуализированного подхода к...
СПб.: Издательство Политехнического университета, 2016. — 149 с.
Изложены некоторые вопросы курса лекций «Дополнительные главы теоретической физики» и «Математическая физика», посвященные основным методам обработки биомедицинских сигналов. Обсуждаются критерии нестационарности и функции распределения случайных сигналов, временные ряды и гистограммные методы, а также метод...
Монография. — Екатеринбург: Гощицкий, 2006. — 256 с. — ISBN: 5-98829-005-1. Рассмотрены вопросы построения и анализа моделей perpecсионного типа в экологии и медицине. Дана краткая характеристика медико-экологической информации, приведены основные формулы, используемые при построении моделей, с комментариями применительно к экологии и медицине, обсуждаются вопросы применимости...
Монография. — Екатеринбург:Гощицкий, 2006. — 256 с. — ISBN: 5-98829-005-1. Рассмотрены вопросы построения и анализа моделей perpecсионного типа в экологии и медицине. Дана краткая характеристика медико-экологической информации, приведены основные формулы, используемые при построении моделей, с комментариями применительно к экологии и медицине, обсуждаются вопросы применимости...
Монография. — Харьков: Технологический Центр, 2013. — 136 с. — ISBN: 978-966-97289-1-3. В монографии на реальных медицинских примерах рассмотрены сложные методы анализа данных с использованием пакетов прикладных программ STATISTICA и SPSS. Особое внимание уделено интерпретации результатов. Книга адресована студентам, аспирантам и специалистам, применяющим методы прикладной...
Учебное пособие для студентов и аспирантов медицинских вузов. — Уфа: Башкирский государственный медицинский университет, 2009. — 346 с. В учебном пособии представлены базовые сведения из теории и практики математико-статистического анализа медико-биологических исследований, рассматриваются основные статистические понятия, числовые характеристики описания данных, примеры...
Саратов: Саратовский источник, 2016. — 55 с. — ISBN: 978-5-91879-666-5. В пособии рассмотрено биомеханическое моделирование ранних стадий роста атеросклеротических отложений с использованием конечноэлементного анализа. Проведено построение осесимметричной модели кровеносного сосуда. Решена задача о массопереносе липопротеиновых комплексов в кровотоке с учетом их фильтрации...
Монография. — М.: Бином-пресс; Саратов: Издательство Саратовского медицинского университета, 2004. — 413 с. — ISBN: 5-9518-0050-1. В монографии представлена физико-математическая оценка популяционного здоровья, определены механизмы формирования профиля внутренней патологии в промышленном и аграрном регионах. Впервые формулируется биофизическая парадигма формирования...
Учебно-методическое пособие. — СПб.: Санкт-Петербургский государственный педиатрический медицинский университет, 2019. — 40 с. — ISBN 978-5-907184-43-5. Учебно-методическое пособие предназначено для обучающихся Санкт-Петербургского государственного педиатрического медицинского университета по направлениям подготовки «Клиническая медицина», «Фундаментальная медицина»,...
Монография. — Тула: Тульский государственный университет, 2015. — 160 с. — ISBN 978-5-7679-3133-0. В настоящей монографии основное внимание уделяется главной проблеме всей восстановительной медицины: оценке эффективности применяемых методов, а также выбор из большого набора диагностических признаков x i важнейших — параметров порядка. Последнее в современной науке и...
Учебное пособие. — Казань : Бук, 2020. — 76 с. — ISBN 978-5-00118-665-6. В учебном пособии представлены теоретические и методологические основы использования математико-статистических методов атрибутивной статистики при проведении исследования. Учебное пособие предназначено для студентов, обучающихся по основной профессиональной образовательной программе по специальности...
Учебное пособие. — Казань : Бук, 2022. — 62 с. — ISBN 978-5-907665-00-2. В учебном пособии представлены теоретические и методологические основы использования математико-статистических методов при проведении анализа роли факторов риска в развитии и течении заболевания. Учебное пособие предназначено для студентов, обучающихся по основной профессиональной образовательной программе...
Учебное пособие. — Казань : Бук, 2022. — 84 с. — ISBN 978-5-907665-01-9. В учебном пособии представлены теоретические и методологические основы использования различных математических методов при оценке технологий здравоохранения. Учебное пособие предназначено для студентов, обучающихся по основной профессиональной образовательной программе по специальности 33.05.01 «Фармация»....
Саратов: Ар Пи Эй Медиа, 2018. — 310 с. Первая часть монографии посвящена общим вопросам применения методов математической статистики, включая, помимо основных сведений, такие аспекты, как проблемы выбросов и пропусков данных, проверка адекватности моделей, нормирование. Вторая часть рассматривает применение этих методов к задачам биохимии, включая перекисное окисление липидов,...
СПб.: Изд-во Политех. ун-та, 2008. — 249 с. — ISBN: 978-5-7422-2008-4. В руководстве изложены основные материалы по анализу данных и статистике для решения повседневных задач фармацевтической практики. На конкретных примерах рассмотрены различные варианты применения методов теории вероятностей. В доступной форме показана возможность использования современных методов...
Под ред. Академика Г.И.Марчука. — М.: Наука, 1988. — 176 с. — ISBN: 5-02-013775-8 Изложены вероятностные методы, позволяющие строить статистические оценки параметров моделей заболеваний по данным наблюдений, что является основой для правильной обработки клинико-лабораторных данных. Применение теории случайных возмущений параметров динамических систем позволяет использовать...
М.: Наука, 1988. — 176 с.
Изложены вероятностные методы, позволяющие строить статистические оценки параметров моделей заболеваний по данным наблюдений, что является основой для правильной обработки клинико-лабораторных данных. Применение теории случайных возмущений параметров динамических систем позволяет использовать современный аппарат численной оптимизации.
Для специалистов...
М.: ИПМ им. Келдыша, 2017. — 20 с. В работе рассмотрено применение индикатора разладки, так называемого согласованного уровня стационарности, для выявления критических фрагментов электроэнцефалограмм и электрокортикограмм применительно к наступлению приступа эпилепсии. Распознавание предвестника приступа основывается на гипотезе увеличения уровня нестационарности выборочных...
Учеб. пособие. М.: РУДН, 2008. – 144 с.
Пособие посвящено установлению связи между разработанными разделами математики и потребностями современной медицины, в частности, той важной ее области, каковой является кардиология.
Главная особенность данной разработки – наличие контрольных вопросов и расчетных заданий ко всем разделам курса, позволяющих обучающимся проверить себя и...
М.: Изд-во ВПК, 2004. — 608 с: ил. — ISBN: 5-902313-04-Х Монография посвящена биомедицинскому, формально-логическому моделированию, планированию, анализу, качеству и биобезопасности экспериментов на линейных и аутбредных животных. На большом фактическом материале даются принципы выбора адекватных животных-биомоделей для сравнительных исследований в управляющих и исполнительных...
Учебное пособие. — Великий Новгород: НовГУ им. Ярослава Мудрого, 2009. — 279 c. — ISBN: 978-589896-357-6. Предлагаются и исследуются модели показателей здоровья. Значительное внимание уделяется моделям интегрального показателя здоровья и прогнозированию показателей здоровья. Теоретический материал проиллюстрирован многочисленными примерами из области здравоохранения....
Томск: Изд-во СибГМУ, 2017. — 23 с. В учебном пособии представлены материалы по современным физико-математическим методам представления и анализу многомерных медико-биологических данных, основанных на учете нелинейности свойств и взаимодействий характеризующих биосистемы. Книга предназначена для аспирантов и студентов медико-технических и медико-биологических специальностей, а...
М.: Радио и связь, 1983. — 156 с. Описываются основные методы и технические средства прикладной кибернетики и возможности их применения в медицине и здравоохранении. Рассматриваются структура и функции больничной автоматизированной информационной системы, автоматизация обработки данных по учету выписанных из больничных стационаров, по слежению за инфекционной заболеваемостью, в...
М.: ЦЭМИ, 2019. — 228 с. Работа посвящена становлению нового научного направления в лучевой терапии злокачественных опухолей, проблеме стохастической радиологии. Она включает в себя создание математических моделей для редукции неоднородных суммарных и разовых дозовых распределений в эквивалентные по вероятностям возникновения лучевых осложнений в здоровых и опухолевых тканях...
Монография. — М.: ЦЭМИ РАН, 2019. — 227 с. — ISBN 978-5-8211-0778-7. Работа посвящена становлению нового научного направления в лучевой терапии злокачественных опухолей, проблеме стохастической радиологии. Она включает в себя создание математических моделей для редукции неоднородных суммарных и разовых дозовых распределений в эквивалентные по вероятностям возникновения лучевых...
Учеб. пособие. — СПб., 2006. — 92 с.
В пособии излагаются принципы построения математических моделей инфекционных процессов. Приводятся модели основных фаз болезни: инкубационной, острой, выздоровления. Отдельно строится модель вирусной инфекции SARS, характерной наличием бактериальной фазы. Исследуется модель персистенции и модель латентной инфекции. Рассматриваются различные...
Учеб. пособие. — СПб., 2006. — 92 с. В пособии излагаются принципы построения математических моделей инфекционных процессов. Приводятся модели основных фаз болезни: инкубационной, острой, выздоровления. Отдельно строится модель вирусной инфекции SARS, характерной наличием бактериальной фазы. Исследуется модель персистенции и модель латентной инфекции. Рассматриваются различные...
Учебное пособие. — СПб.: НИИФ СПбГУ, 2004. — 92 с. В пособии рассматриваются задачи инфекционной и неинфекционной эпидемиологии. Освещаются следующие вопросы: системный подход к построению моделей из обыкновенных дифференциальных уравнений, качественный анализ поведения траекторий, асимптотические методы построения решений, оптимизация на основе принципа максимума. Для...
Учебное пособие. — СПб.: НИИФ СПбГУ, 2004. — с.92 с илл.
В пособии рассматриваются задачи инфекционной и пеинфекционной эпидемиологии. Освещаются следующие вопросы: системный подход к построению моделей из обыкновенных дифференциальных уравнений, качественный анализ поведения траекторий, асимптотические методы построения решений, оптимизация на основе принципа максимума....
Учебное пособие для медицинских специальностей. — Под науч. ред. О. А. Постниковой. — Новосибирск: ИПЦ НГМУ, 2021. — 157 с. Настоящее учебное пособие предназначено студентов, ординаторов, аспирантов, преподавателей и специалистов в области здравоохранения, использующих методы прикладной статистики в учебной, профессиональной и научной сферах деятельности. Учебное пособие...
Гродно: ГрГМУ, 2013. — 220 с. — ISBN: 978-985-558-340-1 Данное учебно-методическое пособие составлено в соответствии с учебной программой курса «Математическая статистика в медицине». В состав издания входят теоретические вопросы, примеры решения и лабораторные работы с примерами выполнения. Цель данного издания состоит в облегчении самостоятельной подготовки студентов к...
Гродно: ГрГМУ, 2013. — 220 с. — ISBN: 978-985-558-340-1 Данное учебно-методическое пособие составлено в соответствии с учебной программой курса «Математическая статистика в медицине». В состав издания входят теоретические вопросы, примеры решения и лабораторные работы с примерами выполнения. Цель данного издания состоит в облегчении самостоятельной подготовки студентов к...
Гродно : ГрГМУ, 2018. — 196 с. Учебно-методическое пособие составлено в соответствии с учебной программой учреждения образования «Гродненский государственный медицинский университет» по учебной дисциплине «Математическая статистика в медицине» для специальности 1-79 01 05 «Медикопсихологическое дело». В состав издания входят теоретические вопросы, задания и примеры решения...
М.: Физматлит, 2013. — 271 с. — ISBN: 978-5-9221-1498-1. Настоящая монография посвящена теоретическим и прикладным аспектам вейвлетного анализа. В книге подробно рассмотрены вопросы практического применения теории вейвлетов и представлен обзор фундаментальных работ, проведенных в области нейродинамики и нейрофизиологии в течение последнего десятилетия. Вводная теоретическая...
Монография. — Тула: ТулГУ, 2016. — 304 с. В монографии исследуется движение крови на основе структурных свойств системы кровообращения. В качестве математического аппарата используются дифференциальные формы. Это позволяет снизить число параметров до трех и в качестве их выступают базисные дифференциальные формы. При внешнем дифференцировании основных соотношений,...
Монография. — М.: Медицина, 1979. — 344 с.: ил. В книге излагаются основные методы планирования и анализа многофакторных экспериментов в медико-биологических исследованиях. Рассмотрены принципы планирования многофакторных экспериментов. Описаны элементы дисперсионного анализа, планы 2k, многоуровневые и несимметричные факторные планы, методы экстремального и отсеивающего...
Монография. — Ташкент: ТашГТУ, 2012. — 152 с. Монография посвящена актуальным вопросам в области биомедицинской инженерии с применением основных положений современных информационных технологий. Описаны задачи медико-биологических исследований с использованием методов статистического анализа; приведены результаты применения нейросетевых методов для анализа и обработки...
Методическое пособие. — СПб.: Политехника-сервис, 2012. — 178 с. — ISBN: 5-9231-0269-2. Это пособие предназначено для научных работников, аспирантов, врачей с разным уровнем статистической подготовки, которые самостоятельно осуществляют анализ данных на компьютере. Большое число примеров позволит исследователям освоить технологии использования компьютерных программ, выбрать...
М.: РАН, 2018. — 650 с. В четвертом томе собрания трудов Г.И. Марчука представлены работы, посвященные проблемам математического моделирования в иммунологии и медицине. Книга состоит из двух разделов. В первом разделе собраны воедино материалы опубликованных ранее монографий Г.И. Марчука по анализу закономерностей развития инфекционных процессов и иммунных реакций, разработке...
М.: Лаборатория знаний, 2020. — 538 с. Книга посвящена развитию кибернетических моделей в геронтологии, описывающих согласованную динамику характеристик биологических систем на различных уровнях организации. Эти модели позволяют прояснить молекулярно-генетическую и физиологическую основу наблюдаемых изменений динамики индивидуального и популяционного старения населения и могут...
Монография. — СПб.: Лань, 2013. — 240 с.: ил. — (Учебники для вузов. Специальная литература). В монографии на основе общих подходов механики сплошной среды представлена теория динамической пороупругости, описывающая напряженно-деформированное состояние пористых упругих тел, насыщенных жидкостью. Значительное внимание уделено разработке численных алгоритмов на основе метода...
Учебно- методическое пособие. — М.: Мир науки, 2019. – 263 с. — ISBN: 978-5-6042806-8-3. В учебно-методическом пособии рассмотрены основные понятия, определения, сущность, значение и виды экономико-математических методов моделирования и анализа данных. Рассмотрены основные процедуры сбора, обработки и анализа массовых данных, возможности их реализации на автоматизированных...
Минск: Вышэйшая школа, 1970. — 122 с. Учебное пособие по разработке методов автоматизированной диагностики. Некоторые основные принципы продолжают сохранять интерес и для современного читателя.
Минск: Вышэйшая школа, 1970. — 122 с. Учебное пособие по разработке методов автоматизированной диагностики. Некоторые основные принципы продолжают сохранять интерес и для современного читателя.
М.: МГУ, 2005. — 64 с.
В сборник включены работы по физиологии движения человека, выполненные на кафедре прикладной механики и управления МГУ в 2002-2004 годах. Исследования проводились в следующих направлениях:
Уточнение динамических моделей для сгибательно-разгибательных движений нижних конечностей человека в сагиттальной плоскости.
Уточнение моделей поддержания позы с...
Под ред. акад. Г.И. Марчука. — М.: Наука, 1988. — 192 с. — ISBN: 5-02-013787-1 Paccматриваются результаты, полученные в ходе многолетней совместной работы математиков, иммунологов и врачей по математическому моделированию заболеваний организма в целях количественной оценки тяжести патологического процесса, прогноза его течения и обоснования рекомендаций по выбору лечения....
Попов В.И., Карпов В.Н., Ушаков И.Б., Жиляев Е.Г., Чубирко М.И., Федоров В.П. Многофакторное планирование и анализ в медико-биологических исследованиях. - Воронеж: Изд-во "Воронежский государственный университет", 2000. - 68 с. В монографии изложены все основные вопросы многофакторного планирования и анализа в медико-биологических и гигиенических исследованиях. Разобраны...
Номограммы для определения некоторых интегральных показателей биологического возраста и профессионального здоровья. — М.: Вычислительный центр АН СССР, 1991. — 37 с. Работа содержит номограммы для определения некоторых интегральных показателей биологического возраста и профессионального здоровья. Предлагаемые номограммы предназначены для применения в медицинских исследованиях,...
Учебное пособие. — Нижний Новгород: Издательство НижГМА, 2009. — 64 с. В учебном пособии представлены общие по статистике, основная терминология, изложены методы статистического анализа медицинской информации, рассмотрены практическое применение теоремы гипотез и алгоритм оценки собственно диагностической эффективности тестов. предложенный материал необходим для критической оценки...
М.: ДМК Пресс, 2020. — 200 с. Глубокое обучение добилось впечатляющих успехов во многих отраслях. Сейчас оно все глубже проникает в прикладные научные исследования, в частности биологию и смежные дисциплины. Эта книга рассказывает о применении глубокого обучения в геномике, химии, биофизике, микроскопии, медицине и других направлениях современных исследований всего, что связано...
Вологда: ВоГУ, 2015. — 119 с. Монография посвящена результатам применения методов системного анализа для сложного прикладного объекта исследования - системы активного долголетия, включая вопросы аналитической поддержки принятия управленческих решений на основе алгоритмов и методов анализа выживаемости. Объектом исследования являются методы анализа времени до события в системе...
Москва; Ленинград: ОГИЗ, 1947. — 247 с. Книга полезна для всех специалистов, занимающихся статистической обработкой в области биологии, медицины, агрономии и т.д. Доступным языком излагаются основные статистические методы анализа данных. Изложение всех методов сопровождается подробными примерами.
М.: БИНОМ, 2015. — 286 с. Монография посвящена построению и исследованию математических моделей иммунологических и эпидемиологических процессов при инфекционных заболеваниях. Рассмотрены явления обучения, адаптации и старения иммунной системы, формирования иммунодефицитов, их зависимости от инфекционной нагрузки и других факторов внешней среды. Описан метод оценки качества работы...
Монография. — Орел: Картуш, 2016. — 120 с. — ISBN: 978-5-9708-0585-5. В монографии проводится анализ авторских и практических методик мониторинга удовлетворенности потребителей качеством и доступностью медицинских услуг. Приводится авторская методология мониторинга удовлетворенности потребителей, в основе которой лежит нечетко-множественный подход. Представлены результаты...
Монография. — Тула: Тульский государственный университет, 2012. — 168 с. — ISBN 978-5-7679-2120-4. В монографии представлены результаты исследований по влиянию комбинированного воздействия модулирующих факторов (стволовые клетки, электромагнитное излучение крайне высокой частоты и фитомеланин) на патологические процессы, обусловленные введением в организм цитостатиков....
Учебное пособие. — Таганрог: Антон, 2000. — 44 с. В пособии рассмотрены различные математические методы обработки и анализа электроэнцефалограмм. Приведены основные параметры электроэнцефалографического сигнала и методы регистрации сигнала и его физиологические особенности. Предложены основные алгоритмы компьютерной обработки электроэнцефалограммы.
М.: ГЭОТАР-Медиа, 2006. — 304 с. — ISBN: 5-9704-0197-8 В книге приведены основные определения и статистические процедуры, обычно применяемые при планировании и анализе данных клинических исследований. Показаны возможности и ограничения этих методов, основные ошибки, возникающие при их некорректном применении. С точки зрения математики и статистики рассмотрены различные этапы...
М.: ГЭОТАР-Медиа. 2006. — 304 с.
В книге приведены основные определения и статистические процедуры, обычно применяемые при планировании и анализе данных клинических исследований. Показаны возможности и ограничения этих методов, основные ошибки, возникающие при их некорректном применении. С точки зрения математики и статистики рассмотрены различные этапы проведения клинических...
М.: ГЭОТАР-Медиа. 2006. — 304 с.
В книге приведены основные определения и статистические процедуры, обычно применяемые при планировании и анализе данных клинических исследований. Показаны возможности и ограничения этих методов, основные ошибки, возникающие при их некорректном применении. С точки зрения математики и статистики рассмотрены различные этапы проведения клинических...
М.: МГТУ им. Н. Э. Баумана, 2006. — 50 с. Рассмотрены особенности решения задачи формализации диагностического процесса. Описаны алгоритмы вычислительной диагностики, методы оценки информативности и отбора симптомов, структура процесса вычислительной диагностики. Приведен пример построения системы вычислительной диагностики для дифференцирования ранних форм хронических...
М.: Физматлит, 2013. — 282 с. Общие сведения об измерительных преобразователях биомедицинских сигналов. Измерительные преобразователи артериальной пульсации крови. Моделирование процессов формирования фотоплетизмографического сигнала в измерительном преобразователе артериальной пульсации крови. Измерительные преобразователи биоэлектрической активности сердца. Моделирование...
Монография. — Тамбов: ТГТУ, 2016. — ISBN: 978-5-8265-1539-6. Системные требования: ПК не ниже класса Pentium II; CD-ROM-дисковод 64,0 Mb; RAM; Windows 95/98/XP/Vista/7-8.1. — [мультимедиа]. Изложен материал по наиболее перспективным методам оптической томографии, в частности, по диффузионной оптической томографии и по допплеровской оптической когерентной томографии. Детально...
Учебное пособие. Теория + Примеры + STATA. — Архангельск: Изд-во Северного государственного медицинского университета, 2017.—– 164 с. Рекомендовано для обучающихся по образовательной программе «Клиническая психология». Данное пособие предназначено для обучающихся по образовательной программе «Клиническая психология» в ходе изучения дисциплины «Статистические методы и...
Тула: Тульский государственный университет, 2017. — 245 с. — ISBN: 978-5-7679-3960-2. В монографии освещены алгоритмы построения алгебраической модели конструктивной логики для задач многофакторного анализа в здравоохранении и биологии. Приведена методология многофакторного анализа алгебраической модели конструктивной логики. Изложены различные методы подготовки данных для...
Монография. — Тула: Тульский государственный университет, 2015. — 101 с. — ISBN 978-5-7679-3002-9. В монографии изложены теоретические основы алгебраической модели конструктивной логики. Представлен модернизированный алгоритм, обеспечивающий высокое быстродействие и ориентированный для использования в аналитических исследованиях в медицине и биологии. Изложены особенности...
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