Modeling And Simulation In The Medical And Health Sciences

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Modeling and Simulation in the Medical and Health Sciences

Author : John A. Sokolowski,Catherine M. Banks
Publisher : John Wiley & Sons
Page : 270 pages
File Size : 41,6 Mb
Release : 2012-01-25
Category : Mathematics
ISBN : 9781118003190

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Modeling and Simulation in the Medical and Health Sciences by John A. Sokolowski,Catherine M. Banks Pdf

This edited book is divided into three parts: Fundamentals of Medical and Health Sciences Modeling and Simulation introduces modeling and simulation in the medical and health sciences; Medical and Health Sciences Models provides the theoretical underpinnings of medical and health sciences modeling; and Modeling and Simulation Applications in Medical and Health Sciences focuses on teaching, training, and research applications. The book begins with a general discussion of modeling and simulation from the modeling and simulation discipline perspective. This discussion grounds the reader in common terminology. It also relates this terminology to concepts found in the medical and health care (MHC) area to help bridge the gap between developers and MHC practitioners. Three distinct modes of modeling and simulation are described: live, constructive, and virtual. The live approach explains the concept of using real (live) people employing real equipment for training purposes. The constructive mode is a means of engaging medical modeling and simulation. In constructive simulation, simulated people and simulated equipment are developed to augment real-world conditions for training or experimentation purposes. The virtual mode is perhaps the most fascinating as virtual operating rooms and synthetic training environments are being produced for practitioners and educators at break-neck speed. In this mode, real people are employing simulated equipment to improve physical skills and decision-making ability.

Mathematics in Medicine and the Life Sciences

Author : Frank C. Hoppensteadt,Charles S. Peskin
Publisher : Springer Science & Business Media
Page : 257 pages
File Size : 45,8 Mb
Release : 2013-03-09
Category : Mathematics
ISBN : 9781475741315

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Mathematics in Medicine and the Life Sciences by Frank C. Hoppensteadt,Charles S. Peskin Pdf

The aim of this book is to introduce the subject of mathematical modeling in the life sciences. It is intended for students of mathematics, the physical sciences, and engineering who are curious about biology. Additionally, it will be useful to students of the life sciences and medicine who are unsatisfied with mere description and who seek an understanding of biological mechanism and dynamics through the use of mathematics. The book will be particularly useful to premedical students, because it will introduce them not only to a collection of mathematical methods but also to an assortment of phenomena involving genetics, epidemics, and the physiology of the heart, lung, and kidney. Because of its introductory character, mathematical prerequisites are kept to a minimum; they involve only what is usually covered in the first semester of a calculus sequence. The authors have drawn on their extensive experience as modelers to select examples which are simple enough to be understood at this elementary level and yet realistic enough to capture the essence of significant biological phenomena drawn from the areas of population dynamics and physiology. Because the models presented are realistic, the book can serve not only as an introduction to mathematical methods but also as a mathematical introduction to the biological material itself. For the student, who enjoys mathematics, such an introduction will be far more stimulating and satisfying than the purely descriptive approach that is traditional in the biological sciences.

Pharmacokinetic-Pharmacodynamic Modeling and Simulation

Author : Peter L. Bonate
Publisher : Springer Science & Business Media
Page : 634 pages
File Size : 48,7 Mb
Release : 2011-07-01
Category : Medical
ISBN : 9781441994851

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Pharmacokinetic-Pharmacodynamic Modeling and Simulation by Peter L. Bonate Pdf

This is a second edition to the original published by Springer in 2006. The comprehensive volume takes a textbook approach systematically developing the field by starting from linear models and then moving up to generalized linear and non-linear mixed effects models. Since the first edition was published the field has grown considerably in terms of maturity and technicality. The second edition of the book therefore considerably expands with the addition of three new chapters relating to Bayesian models, Generalized linear and nonlinear mixed effects models, and Principles of simulation. In addition, many of the other chapters have been expanded and updated.

Dynamic Modeling in the Health Sciences

Author : James L. Hargrove
Publisher : Springer Science & Business Media
Page : 316 pages
File Size : 54,7 Mb
Release : 2012-12-06
Category : Medical
ISBN : 9781461216445

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Dynamic Modeling in the Health Sciences by James L. Hargrove Pdf

This book and CD-ROM package integrates the use of STELLA software into the teaching of health, nutrition and physiology, and may be used on its own in nutrition and physiology courses, or can serve as a supplement to introduce the role that simulation modelling can play. The author presents key subjects ranging from the theory of metabolic control, through weight regulation to bone metabolism, and gives readers the tools to simulate these using the STELLA software. Topics include methods for simulation of gene expression, a multi-stage model of tumour development, theories of ageing, circadian rhythms and physiological time, as well as a model for managing weight loss and preventing obesity.

Health Care Evaluation Using Computer Simulation

Author : Boris Sobolev,Victor Sanchez,Lisa Kuramoto
Publisher : Springer Science & Business Media
Page : 419 pages
File Size : 48,7 Mb
Release : 2012-07-12
Category : Medical
ISBN : 9781461422334

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Health Care Evaluation Using Computer Simulation by Boris Sobolev,Victor Sanchez,Lisa Kuramoto Pdf

The purpose of this book is to place computer simulation studies within the paradigm of intervention research that is concerned with comparing the outcomes of health care delivered under different policies. This book presents computer simulation as a tool for testing various policy alternatives that have been developed by decision-makers within health care systems. This approach differs from the use of computer simulation in operations research, where simulation helps determine the configurations of a system that will allow it to function optimally. Although simulation of health care processes is not new, few health care systems have used simulations as a basis for re-engineering the delivery of health services. There is growing appreciation that the complexity of health care processes exceeds the capacity of individual disciplines–health services research, health economics, or operations research–to guide health care reform. In this book, the authors focus on bringing the methodological rigor of evaluative research to the design and analysis of such simulation studies. The book is intended as a reference for health services researchers. It offers a comprehensive description of the methodology of conducting simulation studies in evaluation of service alternatives in surgical care using discrete-event models, including the steps for identifying the clinical and managerial activities of the perioperative process, determining the model requirements, implementing simulation models, designing simulation experiments and analyzing the experimental data, and interpreting and reporting results. The book also offers examples of specific aspects of conducting simulation experiments: how to determine the number of runs needed to estimate the effect of implementing a health care policy; how to allocate the number of runs to study groups in simulation experiments aiming to evaluate policy or management alternatives; and how to use statistical analysis to estimate, interpret, and report effect sizes.

Healthcare Simulation Research

Author : Debra Nestel,Joshua Hui,Kevin Kunkler,Mark W. Scerbo,Aaron W. Calhoun
Publisher : Springer Nature
Page : 356 pages
File Size : 46,6 Mb
Release : 2019-11-13
Category : Science
ISBN : 9783030268374

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Healthcare Simulation Research by Debra Nestel,Joshua Hui,Kevin Kunkler,Mark W. Scerbo,Aaron W. Calhoun Pdf

This book provides readers with a detailed orientation to healthcare simulation research, aiming to provide descriptive and illustrative accounts of healthcare simulation research (HSR). Written by leaders in the field, chapter discussions draw on the experiences of the editors and their international network of research colleagues. This seven-section practical guide begins with an introduction to the field by relaying the key components of HSR. Sections two, three, four, and five then cover various topics relating to research literature, methods for data integration, and qualitative and quantitative approaches. Finally, the book closes with discussions of professional practices in HSR, as well as helpful tips and case studies.Healthcare Simulation Research: A Practical Guide is an indispensable reference for scholars, medical professionals and anyone interested in undertaking HSR.

New Horizons in Modeling and Simulation for Social Epidemiology and Public Health

Author : Daniel Kim
Publisher : John Wiley & Sons
Page : 208 pages
File Size : 43,6 Mb
Release : 2021-01-28
Category : Medical
ISBN : 9781118589571

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New Horizons in Modeling and Simulation for Social Epidemiology and Public Health by Daniel Kim Pdf

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 and public health. This book highlights a variety of practical applications and illustrative examples with a focus on modeling and simulation approaches for the social and economic determinants of population health. The book contains classic case examples in agent-based modeling (ABM) as well as essential information on ABM applications to public health including for infectious disease modeling, obesity, and tobacco control. This book also surveys applications of microsimulation (MSM) including of tax-benefit policies to project impacts of the social determinants of health. Specifically, this book: Provides an overview of the social determinants of health and the public health significance of addressing the social determinants of health Gives a conceptual foundation for the application of ABM and MSM to study the social determinants of health Offers methodological introductions to both ABM and MSM approaches with illustrative examples Includes cutting-edge systematic reviews of empirical applications of ABM and MSM in the social sciences, social epidemiology, and public health Discusses future directions for empirical research using ABM and MSM, including integrating aspects of both ABM and MSM and implications for public health policies Written for a broad audience of policy analysts, public planners, and researchers and practitioners in public health and public policy including social epidemiologists, New Horizons in Modeling and Simulation for Social Epidemiology and Public Health offers a fundamental guide to the social determinants of health and state-of-the-art applications of ABM and MSM to studying the social and economic determinants of population health.

Introduction to Modeling in Physiology and Medicine

Author : Claudio Cobelli,Ewart Carson
Publisher : Elsevier
Page : 337 pages
File Size : 42,6 Mb
Release : 2008-02-06
Category : Technology & Engineering
ISBN : 9780080559988

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Introduction to Modeling in Physiology and Medicine by Claudio Cobelli,Ewart Carson Pdf

This unified modeling textbook for students of biomedical engineering provides a complete course text on the foundations, theory and practice of modeling and simulation in physiology and medicine. It is dedicated to the needs of biomedical engineering and clinical students, supported by applied BME applications and examples. Developed for biomedical engineering and related courses: speaks to BME students at a level and in a language appropriate to their needs, with an interdisciplinary clinical/engineering approach, quantitative basis, and many applied examples to enhance learning Delivers a quantitative approach to modeling and also covers simulation: the perfect foundation text for studies across BME and medicine Extensive case studies and engineering applications from BME, plus end-of-chapter exercises

Handbook of Real-World Applications in Modeling and Simulation

Author : John A. Sokolowski,Catherine M. Banks
Publisher : John Wiley & Sons
Page : 352 pages
File Size : 54,9 Mb
Release : 2012-03-28
Category : Mathematics
ISBN : 9781118241264

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Handbook of Real-World Applications in Modeling and Simulation by John A. Sokolowski,Catherine M. Banks Pdf

Introduces various modeling and simulation methods and paradigms that are used to explain and solve the predominant challenges facing society Handbook of Real-World Applications in Modeling and Simulation provides a thorough explanation of modeling and simulation in the most useful, current, and predominant applied areas of transportation, homeland security, medicine, operational research, military science, and business modeling. Offering a cutting-edge and accessible presentation, this book discusses how and why the presented domains have become leading applications of modeling and simulation techniques. Contributions from leading academics and researchers integrate modeling and simulation theories, methods, and data to analyze challenges that involve technological and social issues. The book begins with an introduction that explains why modeling and simulation is a reliable analysis assessment tool for complex systems problems. Subsequent chapters provide an orientation to various modeling and simulation methods and paradigms that are used to explain and solve the predominant challenges across real-world applied domains. Additionally, the handbook: Provides a practical one-stop reference on modeling and simulation and contains an accessible introduction to key concepts and techniques Introduces, trains, and prepares readers from statistics, mathematics, engineering, computer science, economics, and business to use modeling and simulation in their studies and research Features case studies that are representative of fundamental areas of multidisciplinary studies and provides a concise look at the key concepts of modeling and simulation Contains a collection of original ideas on modeling and simulation to help academics and practitioners develop a multifunctional perspective Self-contained chapters offer a comprehensive approach to explaining each respective domain and include sections that explore the related history, theory, modeling paradigms, and case studies. Key terms and techniques are clearly outlined, and exercise sets allow readers to test their comprehension of the presented material. Handbook of Real-World Applications in Modeling and Simulation is an essential reference for academics and practitioners in the areas of operations research, business, management science, engineering, statistics, mathematics, and computer science. The handbook is also a suitable supplement for courses on modeling and simulation at the graduate level.

Modeling and Simulation in Medicine and the Life Sciences

Author : Frank C. Hoppensteadt,Charles Peskin
Publisher : Springer
Page : 355 pages
File Size : 43,8 Mb
Release : 2010-12-04
Category : Mathematics
ISBN : 1441928715

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Modeling and Simulation in Medicine and the Life Sciences by Frank C. Hoppensteadt,Charles Peskin Pdf

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 in applied mathematics at all levels through early graduate courses. Numerous exercises are given as well as solutions to selected exercises, so as to lead readers to discover interesting extensions of that material. Throughout, illustrations depict physiological processes, population biology phenomena, corresponding models, and the results of computer simulations. Topics covered range from population phenomena to demographics, genetics, epidemics and dispersal; in physiological processes, including the circulation, gas exchange in the lungs, control of cell volume, the renal counter-current multiplier mechanism, and muscle mechanics; to mechanisms of neural control. Each chapter is graded in difficulty, so a reading of the first parts of each provides an elementary introduction to the processes and their models.

Simulation in Healthcare Education

Author : Harry Owen
Publisher : Springer
Page : 467 pages
File Size : 44,6 Mb
Release : 2016-03-05
Category : Medical
ISBN : 9783319265773

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Simulation in Healthcare Education by Harry Owen Pdf

Simulation in healthcare education has a long history, yet in many ways, we have been reinventing the wheel during the last 25 years. Historically, simulators have been much more than simple models, and we can still learn from aspects of simulation used hundreds of years ago. This book gives a narrative history of the development of simulators from the early 1700s to the middle of the 20th century when simulation in healthcare appeared to all but die out. It is organized around the development of simulation in different countries and includes at the end a guide to simulators in museums and private collections throughout the world. The aim is to increase understanding of simulation in the professional education of healthcare providers by exploring the historical context of simulators that were developed in the past, what they looked like, how they were used, and examples of simulator use that led to significant harm and an erosion of standards. The book is addressed to the healthcare simulation community and historians of medicine. The latter in particular will appreciate the identification and use of historic sources written in Latin, German, Italian, French, Polish and Spanish as well as English.

MEDICAL AND HEALTH SCIENCES - Volume VIII

Author : Osmo Otto Paivio Hanninen; Mustafa Atalay; B.P. Mansourian; A. Wojtezak; S.M. Mahfouz; Harry Majewski; Elaine Elisabetsky; Nina L. Etkin; Ralph Kirby; T.G. Downing and M.I. El Gohary
Publisher : EOLSS Publications
Page : 518 pages
File Size : 47,5 Mb
Release : 2010-10-12
Category : Electronic
ISBN : 9781848263871

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MEDICAL AND HEALTH SCIENCES - Volume VIII by Osmo Otto Paivio Hanninen; Mustafa Atalay; B.P. Mansourian; A. Wojtezak; S.M. Mahfouz; Harry Majewski; Elaine Elisabetsky; Nina L. Etkin; Ralph Kirby; T.G. Downing and M.I. El Gohary Pdf

Medical and Health Sciences is a component of Encyclopedia of Biological, Physiological and Health Sciences in the global Encyclopedia of Life Support Systems (EOLSS), which is an integrated compendium of twenty one Encyclopedias. These volume set contains several chapters, each of size 5000-30000 words, with perspectives, applications and extensive illustrations. It carries state-of-the-art knowledge in the fields of Medical and Health Sciences and is aimed, by virtue of the several applications, at the following five major target audiences: University and College Students, Educators, Professional Practitioners, Research Personnel and Policy Analysts, Managers, and Decision Makers and NGOs.

Handbook of EHealth Evaluation

Author : Francis Yin Yee Lau,Craig Kuziemsky
Publisher : Unknown
Page : 487 pages
File Size : 54,7 Mb
Release : 2016-11
Category : Medical care
ISBN : 1550586017

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Handbook of EHealth Evaluation by Francis Yin Yee Lau,Craig Kuziemsky Pdf

To order please visit https://onlineacademiccommunity.uvic.ca/press/books/ordering/

Computational Modeling and Simulation Examples in Bioengineering

Author : Nenad Filipovic
Publisher : John Wiley & Sons
Page : 386 pages
File Size : 50,5 Mb
Release : 2021-12-14
Category : Science
ISBN : 9781119563945

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Computational Modeling and Simulation Examples in Bioengineering by Nenad Filipovic Pdf

A systematic overview of the quickly developing field of bioengineering—with state-of-the-art modeling software! Computational Modeling and Simulation Examples in Bioengineering provides a comprehensive introduction to the emerging field of bioengineering. It provides the theoretical background necessary to simulating pathological conditions in the bones, muscles, cardiovascular tissue, and cancers, as well as lung and vertigo disease. The methodological approaches used for simulations include the finite element, dissipative particle dynamics, and lattice Boltzman. The text includes access to a state-of-the-art software package for simulating the theoretical problems. In this way, the book enhances the reader's learning capabilities in the field of biomedical engineering. The aim of this book is to provide concrete examples of applied modeling in biomedical engineering. Examples in a wide range of areas equip the reader with a foundation of knowledge regarding which problems can be modeled with which numerical methods. With more practical examples and more online software support than any competing text, this book organizes the field of computational bioengineering into an accessible and thorough introduction. Computational Modeling and Simulation Examples in Bioengineering: Includes a state-of-the-art software package enabling readers to engage in hands-on modeling of the examples in the book Provides a background on continuum and discrete modeling, along with equations and derivations for three key numerical methods Considers examples in the modeling of bones, skeletal muscles, cartilage, tissue engineering, blood flow, plaque, and more Explores stent deployment modeling as well as stent design and optimization techniques Generates different examples of fracture fixation with respect to the advantages in medical practice applications Computational Modeling and Simulation Examples in Bioengineering is an excellent textbook for students of bioengineering, as well as a support for basic and clinical research. Medical doctors and other clinical professionals will also benefit from this resource and guide to the latest modeling techniques.

Stochastic Modeling And Analytics In Healthcare Delivery Systems

Author : Jingshan Li,Nan Kong,Xiaolei Xie
Publisher : World Scientific
Page : 324 pages
File Size : 49,6 Mb
Release : 2017-09-22
Category : Medical
ISBN : 9789813220867

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Stochastic Modeling And Analytics In Healthcare Delivery Systems by Jingshan Li,Nan Kong,Xiaolei Xie Pdf

In recent years, there has been an increased interest in the field of healthcare delivery systems. Scientists and practitioners are constantly searching for ways to improve the safety, quality and efficiency of these systems in order to achieve better patient outcome.This book focuses on the research and best practices in healthcare engineering and technology assessment. With contributions from researchers in the fields of healthcare system stochastic modeling, simulation, optimization and management, this is a valuable read.