Identification Of Nonlinear Physiological Systems

Author : David T. Westwick,Robert E. Kearney
Publisher : John Wiley & Sons
Page : 284 pages
File Size : 52,8 Mb
Release : 2003-08-28
Category : Technology & Engineering
ISBN : 0471274569

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Identification of Nonlinear Physiological Systems by David T. Westwick,Robert E. Kearney Pdf

Significant advances have been made in the field since the previous classic texts were written. This text brings the available knowledge up to date. * Enables the reader to use a wide variety of nonlinear system identification techniques. * Offers a thorough treatment of the underlying theory. * Provides a MATLAB toolbox containing implementation of the latest identification methods together with an extensive set of problems using realistic data sets.

Author : Professor Vasilis Z. Marmarelis
Publisher : John Wiley & Sons
Page : 564 pages
File Size : 44,8 Mb
Release : 2004-09-03
Category : Medical
ISBN : 0471469602

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Nonlinear Dynamic Modeling of Physiological Systems by Professor Vasilis Z. Marmarelis Pdf

The study of nonlinearities in physiology has been hindered by the lack of effective ways to obtain nonlinear dynamic models from stimulus-response data in a practical context. A considerable body of knowledge has accumulated over the last thirty years in this area of research. This book summarizes that progress, and details the most recent methodologies that offer practical solutions to this daunting problem. Implementation and application are discussed, and examples are provided using both synthetic and actual experimental data. This essential study of nonlinearities in physiology apprises researchers and students of the latest findings and techniques in the field.

Author : V.Z. Marmarelis
Publisher : Springer Science & Business Media
Page : 276 pages
File Size : 42,5 Mb
Release : 2013-06-29
Category : Technology & Engineering
ISBN : 9781475790245

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Advanced Methods of Physiological System Modeling by V.Z. Marmarelis Pdf

This volume is the third in a series entitled" Advanced Methods of Physiological System Modeling" and the fifth in a series of research volumes published by Plenum under the sponsorship of the Biomedical Simulations Resource (BMSR) at the Uni versity of Southern California in the context of dissemination activities supported by the Biomedical Research Technology Program of the National Center for Research Resources at the National Institutes of Health under Grant No. P41 RR-OI861. These volumes are edited by BMSR principal scientists and report on recent research de velopments in the area of physiological systems modeling, as well as on advanced methods for analysis of physiological signals and data. As in the previous two volumes of this series, the work reported herein is con cerned with the development of advanced modeling methodologies and their novel application to problems of biomedical interest, with emphasis on nonlinear aspects of physiological function. The term "advanced methodologies" is used to indicate that the scope of this work extends beyond the ordinary type of analysis, which is confined traditionally to the linear domain. As the importance of nonlinearities in understanding the complex mechanisms of physiological function is increasingly recognized, the need for effective and practical modeling methodologies that address the issue of nonlinear dynamics in life sciences becomes more and more pressing.

Author : Vasilis Marmarelis
Publisher : Springer Science & Business Media
Page : 495 pages
File Size : 50,9 Mb
Release : 2012-12-06
Category : Medical
ISBN : 9781461339700

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Analysis of Physiological Systems by Vasilis Marmarelis Pdf

In studying physiological systems bioscientists are continually faced with the problem of providing descriptions of cause-effect relationships. This task is usually carried out through the performance of stimulus-response experiments. In the past, the design of such experiments has been ad hoc, incomplete, and certainly inefficient. Worse yet, bioscientists have failed to take advantage of advances in fields directly related to their problems (specifically, advances in the area of systems analysis). The raison d'etre of this book is to rectify this deficiency by providing the physiologist with methodological tools that will be useful to him or her in everyday labora tory encounters with physiological systems. The book was written so that it would be practical, useful, and up-to date. With this in mind, parts of it give step-by-step descriptions of in the laboratory. It is hoped that this systematic procedures to be followed will increase the usefulness of the book to the average research physiologist and, perhaps, reduce the need for in-depth knowledge of some of the associated mathematics. Even though the material deals with state-of-the art techniques in systems and signal analysis, the mathematical level has been kept low so as to be comprehensible to the average physiologist with no extensive training in mathematics. To this end, mathematical rigor is often sacrificed readily to intuitive simple arguments.

Author : Michael C. K. Khoo
Publisher : John Wiley & Sons
Page : 456 pages
File Size : 55,5 Mb
Release : 2018-04-12
Category : Science
ISBN : 9781119058793

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Physiological Control Systems by Michael C. K. Khoo Pdf

A guide to common control principles and how they are used to characterize a variety of physiological mechanisms The second edition of Physiological Control Systems offers an updated and comprehensive resource that reviews the fundamental concepts of classical control theory and how engineering methodology can be applied to obtain a quantitative understanding of physiological systems. The revised text also contains more advanced topics that feature applications to physiology of nonlinear dynamics, parameter estimation methods, and adaptive estimation and control. The author—a noted expert in the field—includes a wealth of worked examples that illustrate key concepts and methodology and offers in-depth analyses of selected physiological control models that highlight the topics presented. The author discusses the most noteworthy developments in system identification, optimal control, and nonlinear dynamical analysis and targets recent bioengineering advances. Designed to be a practical resource, the text includes guided experiments with simulation models (using Simulink/Matlab). Physiological Control Systems focuses on common control principles that can be used to characterize a broad variety of physiological mechanisms. This revised resource: Offers new sections that explore identification of nonlinear and time-varying systems, and provide the background for understanding the link between continuous-time and discrete-time dynamic models Presents helpful, hands-on experimentation with computer simulation models Contains fully updated problems and exercises at the end of each chapter Written for biomedical engineering students and biomedical scientists, Physiological Control Systems, offers an updated edition of this key resource for understanding classical control theory and its application to physiological systems. It also contains contemporary topics and methodologies that shape bioengineering research today.

Author : Joseph D. Bronzino,Donald R. Peterson
Publisher : CRC Press
Page : 1570 pages
File Size : 43,5 Mb
Release : 2006-04-14
Category : Medical
ISBN : 9781420003857

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Biomedical Engineering Fundamentals by Joseph D. Bronzino,Donald R. Peterson Pdf

Over the last century,medicine has come out of theblack bag and emerged as one of the most dynamic and advanced fields of development in science and technology. Today, biomedical engineering plays a critical role in patient diagnosis, care, and rehabilitation. As such, the field encompasses a wide range of disciplines, from biology and physiolog

Author : Metin Akay
Publisher : John Wiley & Sons
Page : 317 pages
File Size : 53,6 Mb
Release : 2006-10-09
Category : Medical
ISBN : 9780470052181

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Genomics and Proteomics Engineering in Medicine and Biology by Metin Akay Pdf

Current applications and recent advances in genomics and proteomics Genomics and Proteomics Engineering in Medicine and Biology presents a well-rounded, interdisciplinary discussion of a topic that is at the cutting edge of both molecular biology and bioengineering. Compiling contributions by established experts, this book highlights up-to-date applications of biomedical informatics, as well as advancements in genomics-proteomics areas. Structures and algorithms are used to analyze genomic data and develop computational solutions for pathological understanding. Topics discussed include: Qualitative knowledge models Interpreting micro-array data Gene regulation bioinformatics Methods to analyze micro-array Cancer behavior and radiation therapy Error-control codes and the genome Complex life science multi-database queries Computational protein analysis Tumor and tumor suppressor proteins interactions

Author : Uwe Windhorst,Hakan Johansson
Publisher : Springer Science & Business Media
Page : 1336 pages
File Size : 44,5 Mb
Release : 2012-12-06
Category : Medical
ISBN : 9783642585524

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Modern Techniques in Neuroscience Research by Uwe Windhorst,Hakan Johansson Pdf

An overview of the techniques used in modern neuroscience research with the emphasis on showing how different techniques can optimally be combined in the study of problems that arise at some levels of nervous system organization. This is essentially a working tool for the scientist in the laboratory and clinic, providing detailed step-by-step protocols with tips and recommendations. Most chapters and protocols are organized such that they can be used independently, while cross-references between the chapters, a glossary, a list of suppliers and appendices provide further help.

Author : Robert B. Pinter
Publisher : CRC Press
Page : 563 pages
File Size : 51,7 Mb
Release : 2018-05-04
Category : Technology & Engineering
ISBN : 9781351083515

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Nonlinear Vision: Determination of Neural Receptive Fields, Function, and Networks by Robert B. Pinter Pdf

This text brings to vision research a treatment different from that often found in books on the subject in its emphasis on nonlinear aspects of vision, from human perception to eye cells of the fly. There is considerable emphasis on mathematics, which forms not only models but the algorithms for processing data.

Author : Fouad Giri,Er-Wei Bai
Publisher : Springer Science & Business Media
Page : 425 pages
File Size : 53,7 Mb
Release : 2010-08-18
Category : Technology & Engineering
ISBN : 9781849965125

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Block-oriented Nonlinear System Identification by Fouad Giri,Er-Wei Bai Pdf

Block-oriented Nonlinear System Identification deals with an area of research that has been very active since the turn of the millennium. The book makes a pedagogical and cohesive presentation of the methods developed in that time. These include: iterative and over-parameterization techniques; stochastic and frequency approaches; support-vector-machine, subspace, and separable-least-squares methods; blind identification method; bounded-error method; and decoupling inputs approach. The identification methods are presented by authors who have either invented them or contributed significantly to their development. All the important issues e.g., input design, persistent excitation, and consistency analysis, are discussed. The practical relevance of block-oriented models is illustrated through biomedical/physiological system modelling. The book will be of major interest to all those who are concerned with nonlinear system identification whatever their activity areas. This is particularly the case for educators in electrical, mechanical, chemical and biomedical engineering and for practising engineers in process, aeronautic, aerospace, robotics and vehicles control. Block-oriented Nonlinear System Identification serves as a reference for active researchers, new comers, industrial and education practitioners and graduate students alike.

Author : Robert Haber,László Keviczky
Publisher : Springer Science & Business Media
Page : 432 pages
File Size : 46,7 Mb
Release : 1999
Category : Nonlinear theories
ISBN : 0792358562

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Nonlinear system identification. 1. Nonlinear system parameter identification by Robert Haber,László Keviczky Pdf

Author : Joseph D. Bronzino
Publisher : Springer Science & Business Media
Page : 1528 pages
File Size : 47,5 Mb
Release : 2000-02-15
Category : Technology & Engineering
ISBN : 354066808X

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Biomedical Engineering Handbook 2 by Joseph D. Bronzino Pdf

Author : Ricardo Cerri,Ronaldo C. Prati
Publisher : Springer Nature
Page : 666 pages
File Size : 48,8 Mb
Release : 2020-10-15
Category : Computers
ISBN : 9783030613778

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Intelligent Systems by Ricardo Cerri,Ronaldo C. Prati Pdf

The two-volume set LNAI 12319 and 12320 constitutes the proceedings of the 9th Brazilian Conference on Intelligent Systems, BRACIS 2020, held in Rio Grande, Brazil, in October 2020. The total of 90 papers presented in these two volumes was carefully reviewed and selected from 228 submissions. The contributions are organized in the following topical section: Part I: Evolutionary computation, metaheuristics, constrains and search, combinatorial and numerical optimization; neural networks, deep learning and computer vision; and text mining and natural language processing. Part II: Agent and multi-agent systems, planning and reinforcement learning; knowledge representation, logic and fuzzy systems; machine learning and data mining; and multidisciplinary artificial and computational intelligence and applications. Due to the Corona pandemic BRACIS 2020 was held as a virtual event.

Author : Joseph D. Bronzino,Donald R. Peterson
Publisher : CRC Press
Page : 1891 pages
File Size : 40,5 Mb
Release : 2018-10-08
Category : Medical
ISBN : 9781439825310

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Molecular, Cellular, and Tissue Engineering by Joseph D. Bronzino,Donald R. Peterson Pdf

Known as the bible of biomedical engineering, The Biomedical Engineering Handbook, Fourth Edition, sets the standard against which all other references of this nature are measured. As such, it has served as a major resource for both skilled professionals and novices to biomedical engineering. Molecular, Cellular, and Tissue Engineering, the fourth volume of the handbook, presents material from respected scientists with diverse backgrounds in molecular biology, transport phenomena, physiological modeling, tissue engineering, stem cells, drug delivery systems, artificial organs, and personalized medicine. More than three dozen specific topics are examined, including DNA vaccines, biomimetic systems, cardiovascular dynamics, biomaterial scaffolds, cell mechanobiology, synthetic biomaterials, pluripotent stem cells, hematopoietic stem cells, mesenchymal stem cells, nanobiomaterials for tissue engineering, biomedical imaging of engineered tissues, gene therapy, noninvasive targeted protein and peptide drug delivery, cardiac valve prostheses, blood substitutes, artificial skin, molecular diagnostics in personalized medicine, and bioethics.

Author : Riccardo Barbieri,Zhe Chen
Publisher : Frontiers E-books
Page : 136 pages
File Size : 40,7 Mb
Release : 2024-06-28
Category : Electronic
ISBN : 9782889190799

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Engineering Approaches to Study Cardiovascular Physiology: Modeling, Estimation, and Signal Processing by Riccardo Barbieri,Zhe Chen Pdf

With cardiovascular diseases being one of the main causes of death in the world, quantitative modeling, assessment and monitoring of the cardiovascular control system plays a critical role in bringing important breakthroughs to cardiovascular care. Quantification of cardiovascular physiology and its control dynamics from physiological recordings and by use of mathematical models and algorithms has been proved to be of important value in understanding the causes of cardiovascular diseases and assisting the prognostic or diagnostic process. Nowadays, development of new recording technologies (e.g., electrophysiology, imaging, ultrasound, etc) has enabled us to improve and expand acquisition of a wide spectrum of physiological measures related to cardiovascular control. An emerging challenge is to process and interpret such increasing amount of information by using state-of-the-art approaches in systems modeling, estimation and control, and signal processing, which would lead to further insightful scientific findings. In particular, multi-disciplinary engineering-empowered approaches of studying cardiovascular systems would greatly deepen our understanding of cardiovascular functions (e.g., heart rate variability, baroreflex sensitivity) and autonomic control, as it would also improve the knowledge about heart pathology, cardiovascular rehabilitation and therapy. Meanwhile, developing cardiovascular biomedical devices or heart-machine interface for either clinical monitoring or rehabilitation purpose is of greater and greater interest for both scientific advancement and potential medical benefits. This Research Topic will bring together established experts whose areas of research cover a wide range of studies and applications. Contributions include but are not limited to state-of-the-art modeling methodologies, algorithmic development in signal processing and estimation, as well as applications in cardiovascular rehabilitation, and clinical monitoring. The Research Topic will consider both invited reviews and original research.