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...
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). 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 are guided on the use of...
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, 2018. — 317 p. — ISBN-13: 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...
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...
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...
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...
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...
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 modeling techniques, offering readers insights into what methods are available and, more importantly, when they should...
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...
New York: Springer, 2015. — 329 p. This book is a collection of articles by leading researchers working at the cutting edge of neuro-computational modeling 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,...
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, 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...
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...
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...
Sprimger. 1993. — 283 p. Mathematical modeling 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 modeling 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, 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...
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...
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...
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...
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...
Boca Raton: Chapman & Hall/CRC, 2003. — 347 p. Critically acclaimed and resoundingly popular in its first edition, Modeling 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. Modeling Survival Data in Medical Research describes the modeling 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.
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...
New York: Jones & Bartlett Learning, 2020. — 313 p. Dimensional Analysis for Meds: Refocusing on Essential Metric Calculations, Fifth Edition is written by the leading calculations author, whose texts have educated over a million nursing students to date. The hallmark of this text is that it focuses on dimensional analysis, the simplest and most accurate dosage calculation...
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...
Internet edition, 2000. - 432 p. The work is devoted to modeling processes in the nervous system using mathematical tools and computer technology. For neurophysiologists and neurologists, as well as mathematicians considering problems in neuroscience. 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,...
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...
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 cover 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...
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...
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...
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...
An excellent guide for math professionals. modeling neurophysiology. Contains 232 examples with the given MatLAB code. Compiled from book chapters posted on sciencedirect, by tapkin. Elsevier Science and Technology Books. Academic Press/Elsevier, San Diego, CA, 2010, 486 p. The goal of this text, is todevelop mathematica lmethods that are most relevant to neuroscience, in a...
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...
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...
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...
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: 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...
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...
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. — 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...
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...
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: 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...
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...
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. 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 modeling courses...
Springer Science & Business Media, 2006. — 508 p. Probabilistic Modeling 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 methods...
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...
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. 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...
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...
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...
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...
M.: 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...
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...
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...
Springer, 2012. — 427 p. — (Lecture Notes on Mathematical Modeling 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 mathematical...
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...
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...
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...
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...
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...
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...
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...
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...
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....
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...
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...
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...
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...
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,...
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: 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...
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....
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 of target molecules, pathways, and their inhibitors for easy understanding and applicability. The book...
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...
Boca Raton: CRC Press, 2019. — 315 p. Mixture Modeling for Medical and Health Sciencesprovides a direct connection between theoretical developments in mixture modeling 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...
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...
Society for Industrial and Applied Mathematics, 2004. — 300 p. 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....
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; undoubtedly it...
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: 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...
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...
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...
Springer, 2003. — 277 p. The book presents the state-of-the-art in the interdisciplinary field of fluid mechanics applied to cardiovascular modeling. 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...
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...
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., Lі, S., Young A., Mansi T., Suinesiaputra A. (Eds.) This book constitutes the thoroughly...
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...
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...
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...
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...
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...
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...
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,...
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, and statistics further it includes fundamental, mathematical models, 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 Modeling of Single Neuron Spike Trains Superposition Models Deletion Models Diffusion Models Counter Models Discrete State Models Continuous State Models Real Neurons and Mathematical Models
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...
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 At...
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 bring 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...
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...
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...
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...
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...
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 ions...
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. — 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,...
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...
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. — ISBN13: 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...
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...
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...
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 modeling. Specifically, it presents a unified mathematical framework...
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...
Chengliang Yang, Chris Delcher, Elizabeth Shenkman, Sanjay Ranka. — CRC Press, 2020. — 119 p. — ISBN13: 978-0-367-34290-6. 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...
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...
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...
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...
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