System Theory And Practical Applications Of Biomedical Signals

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System Theory and Practical Applications of Biomedical Signals

Gail D. Baura
System Theory and Practical Applications of Biomedical Signals Book PDF

Author : Gail D. Baura
Publisher : John Wiley & Sons
Page : 485 pages
File Size : 53,6 Mb
Release : 2002-08-26
Category : Technology & Engineering
ISBN : 9780471236535

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System Theory and Practical Applications of Biomedical Signals by Gail D. Baura Pdf

System theory is becoming increasingly important to medical applications. Yet, biomedical and digital signal processing researchers rarely have expertise in practical medical applications, and medical instrumentation designers usually are unfamiliar with system theory. System Theory and Practical Applications for Biomedical Signals bridges those gaps in a practical manner, showing how various aspects of system theory are put into practice by industry. The chapters are intentionally organized in groups of two chapters, with the first chapter describing a system theory technology, and the second chapter describing an industrial application of this technology. Each theory chapter contains a general overview of a system theory technology, which is intended as background material for the application chapter. Each application chapter contains a history of a highlighted medical instrument, summary of appropriate physiology, discussion of the problem of interest and previous empirical solutions, and review of a solution that utilizes the theory in the previous chapter. Biomedical and DSP academic researchers pursuing grants and industry funding will find its real-world approach extremely valuable. Its in-depth discussion of the theoretical issues will clarify for medical instrumentation managers how system theory can compensate for less-than-ideal sensors. With application MATLAB® exercises and suggestions for system theory course work included, the text also fills the need for detailed information for students or practicing engineers interested in instrument design. An Instructor Support FTP site is available from the Wiley editorial department: ftp://ftp.ieee.org/uploads/press/baura

Biomedical Signal Analysis

Rangaraj M. Rangayyan,Sridhar Krishnan
Biomedical Signal Analysis Book PDF

Author : Rangaraj M. Rangayyan,Sridhar Krishnan
Publisher : John Wiley & Sons
Page : 724 pages
File Size : 47,7 Mb
Release : 2024-02-19
Category : Science
ISBN : 9781119825876

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Biomedical Signal Analysis by Rangaraj M. Rangayyan,Sridhar Krishnan Pdf

Biomedical Signal Analysis Comprehensive resource covering recent developments, applications of current interest, and advanced techniques for biomedical signal analysis Biomedical Signal Analysis provides extensive insight into digital signal processing techniques for filtering, identification, characterization, classification, and analysis of biomedical signals with the aim of computer-aided diagnosis, taking a unique approach by presenting case studies encountered in the authors’ research work. Each chapter begins with the statement of a biomedical signal problem, followed by a selection of real-life case studies and illustrations with the associated signals. Signal processing, modeling, or analysis techniques are then presented, starting with relatively simple “textbook” methods, followed by more sophisticated research-informed approaches. Each chapter concludes with solutions to practical applications. Illustrations of real-life biomedical signals and their derivatives are included throughout. The third edition expands on essential background material and advanced topics without altering the underlying pedagogical approach and philosophy of the successful first and second editions. The book is enhanced by a large number of study questions and laboratory exercises as well as an online repository with solutions to problems and data files for laboratory work and projects. Biomedical Signal Analysis provides theoretical and practical information on: The origin and characteristics of several biomedical signals Analysis of concurrent, coupled, and correlated processes, with applications in monitoring of sleep apnea Filtering for removal of artifacts, random noise, structured noise, and physiological interference in signals generated by stationary, nonstationary, and cyclostationary processes Detection and characterization of events, covering methods for QRS detection, identification of heart sounds, and detection of the dicrotic notch Analysis of waveshape and waveform complexity Interpretation and analysis of biomedical signals in the frequency domain Mathematical, electrical, mechanical, and physiological modeling of biomedical signals and systems Sophisticated analysis of nonstationary, multicomponent, and multisource signals using wavelets, time-frequency representations, signal decomposition, and dictionary-learning methods Pattern classification and computer-aided diagnosis Biomedical Signal Analysis is an ideal learning resource for senior undergraduate and graduate engineering students. Introductory sections on signals, systems, and transforms make this book accessible to students in disciplines other than electrical engineering.

Handbook of Research on Information Security in Biomedical Signal Processing

Pradhan, Chittaranjan,Das, Himansu,Naik, Bighnaraj,Dey, Nilanjan
Handbook of Research on Information Security in Biomedical Signal Processing Book PDF

Author : Pradhan, Chittaranjan,Das, Himansu,Naik, Bighnaraj,Dey, Nilanjan
Publisher : IGI Global
Page : 414 pages
File Size : 47,7 Mb
Release : 2018-04-13
Category : Computers
ISBN : 9781522551539

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Handbook of Research on Information Security in Biomedical Signal Processing by Pradhan, Chittaranjan,Das, Himansu,Naik, Bighnaraj,Dey, Nilanjan Pdf

Recent advancements and innovations in medical image and data processing have led to a need for robust and secure mechanisms to transfer images and signals over the internet and maintain copyright protection. The Handbook of Research on Information Security in Biomedical Signal Processing provides emerging research on security in biomedical data as well as techniques for accurate reading and further processing. While highlighting topics such as image processing, secure access, and watermarking, this publication explores advanced models and algorithms in information security in the modern healthcare system. This publication is a vital resource for academicians, medical professionals, technology developers, researchers, students, and practitioners seeking current research on intelligent techniques in medical data security.

Advanced Methods of Biomedical Signal Processing

Sergio Cerutti,Carlo Marchesi
Advanced Methods of Biomedical Signal Processing Book PDF

Author : Sergio Cerutti,Carlo Marchesi
Publisher : John Wiley & Sons
Page : 612 pages
File Size : 46,9 Mb
Release : 2011-05-10
Category : Science
ISBN : 9780470422144

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Advanced Methods of Biomedical Signal Processing by Sergio Cerutti,Carlo Marchesi Pdf

This book grew out of the IEEE-EMBS Summer Schools on Biomedical Signal Processing, which have been held annually since 2002 to provide the participants state-of-the-art knowledge on emerging areas in biomedical engineering. Prominent experts in the areas of biomedical signal processing, biomedical data treatment, medicine, signal processing, system biology, and applied physiology introduce novel techniques and algorithms as well as their clinical or physiological applications. The book provides an overview of a compelling group of advanced biomedical signal processing techniques, such as multisource and multiscale integration of information for physiology and clinical decision; the impact of advanced methods of signal processing in cardiology and neurology; the integration of signal processing methods with a modelling approach; complexity measurement from biomedical signals; higher order analysis in biomedical signals; advanced methods of signal and data processing in genomics and proteomics; and classification and parameter enhancement.

Practical Biomedical Signal Analysis Using MATLAB®

Katarzyna J. Blinowska,Jarosław Żygierewicz
Practical Biomedical Signal Analysis Using MATLAB Book PDF

Author : Katarzyna J. Blinowska,Jarosław Żygierewicz
Publisher : CRC Press
Page : 370 pages
File Size : 50,7 Mb
Release : 2021-10-18
Category : Medical
ISBN : 9780429775734

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Practical Biomedical Signal Analysis Using MATLAB® by Katarzyna J. Blinowska,Jarosław Żygierewicz Pdf

Covering the latest cutting-edge techniques in biomedical signal processing while presenting a coherent treatment of various signal processing methods and applications, this second edition of Practical Biomedical Signal Analysis Using MATLAB® also offers practical guidance on which procedures are appropriate for a given task and different types of data. It begins by describing signal analysis techniques—including the newest and most advanced methods in the field—in an easy and accessible way, illustrating them with Live Script demos. MATLAB® routines are listed when available, and freely available software is discussed where appropriate. The book concludes by exploring the applications of the methods to a broad range of biomedical signals while highlighting common problems encountered in practice. These chapters have been updated throughout and include new sections on multiple channel analysis and connectivity measures, phase-amplitude analysis, functional near-infrared spectroscopy, fMRI (BOLD) signals, wearable devices, multimodal signal analysis, and brain-computer interfaces. By providing a unified overview of the field, this book explains how to integrate signal processing techniques in biomedical applications properly and explores how to avoid misinterpretations and pitfalls. It helps readers to choose the appropriate method as well as design their own methods. It will be an excellent guide for graduate students studying biomedical engineering and practicing researchers in the field of biomedical signal analysis. Features: Fully updated throughout with new achievements, technologies, and methods and is supported with over 40 original MATLAB Live Scripts illustrating the discussed techniques, suitable for self-learning or as a supplement to college courses Provides a practical comparison of the advantages and disadvantages of different approaches in the context of various applications Applies the methods to a variety of signals, including electric, magnetic, acoustic, and optical Katarzyna J. Blinowska is a Professor emeritus at the University of Warsaw, Poland, where she was director of Graduate Studies in Biomedical Physics and head of the Department of Biomedical Physics. Currently, she is employed at the Institute of Biocybernetics and Biomedical Engineering of the Polish Academy of Sciences. She has been at the forefront in developing new advanced time-series methods for research and clinical applications. Jarosław Żygierewicz is a Professor at the University of Warsaw, Poland. His research focuses on developing methods for analyzing EEG and MEG signals, brain-computer interfaces, and applications of machine learning in signal processing and classification.

Identification of Nonlinear Physiological Systems

David T. Westwick,Robert E. Kearney
Identification of Nonlinear Physiological Systems Book PDF

Author : David T. Westwick,Robert E. Kearney
Publisher : John Wiley & Sons
Page : 284 pages
File Size : 52,9 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.

Physiological Control Systems

Michael C. K. Khoo
Physiological Control Systems Book PDF

Author : Michael C. K. Khoo
Publisher : John Wiley & Sons
Page : 450 pages
File Size : 40,5 Mb
Release : 2018-06-06
Category : Science
ISBN : 9781119055334

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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.

Practical Applications in Biomedical Engineering

Adriano Andrade,Alcimar Soares,Adriano Pereira,Eduardo Naves
Practical Applications in Biomedical Engineering Book PDF

Author : Adriano Andrade,Alcimar Soares,Adriano Pereira,Eduardo Naves
Publisher : BoD – Books on Demand
Page : 426 pages
File Size : 53,8 Mb
Release : 2013-01-09
Category : Technology & Engineering
ISBN : 9789535109242

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Practical Applications in Biomedical Engineering by Adriano Andrade,Alcimar Soares,Adriano Pereira,Eduardo Naves Pdf

Biomedical Engineering is an exciting and emerging interdisciplinary field that combines engineering with life sciences. The relevance of this area can be perceived in our everyday lives every time we go to hospital, receive medical treatment or even when we buy health products such as an automatic blood pressure monitor device. Over the past years we have experienced a great technological development in health care and this is due to the joint work of engineers, mathematicians, physicians, computer scientists and many other professionals. This book introduces a collection of papers organized into three sections that provide state of the art examples of practical applications in Biomedical Engineering in the area of Biomedical Signal Processing and Modelling, Biomaterials and Prosthetic Devices, and Biomedical Image Processing.

Handbook of Biomedical Telemetry

Konstantina S. Nikita
Handbook of Biomedical Telemetry Book PDF

Author : Konstantina S. Nikita
Publisher : John Wiley & Sons
Page : 768 pages
File Size : 52,9 Mb
Release : 2014-08-25
Category : Science
ISBN : 9781118388617

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Handbook of Biomedical Telemetry by Konstantina S. Nikita Pdf

A must-have compendium on biomedical telemetry for all biomedical professional engineers, researchers, and graduate students in the field Handbook of Biomedical Telemetry describes the main components of a typical biomedical telemetry system, as well as its technical challenges. Written by a diverse group of experts in the field, it is filled with overviews, highly-detailed scientific analyses, and example applications of biomedical telemetry. The book also addresses technologies for biomedical sensing and design of biomedical telemetry devices with special emphasis on powering/integration issues and materials for biomedical telemetry applications. Handbook of Biomedical Telemetry: Describes the main components of a typical biomedical telemetry system, along with the technical challenges Discusses issues of spectrum regulations, standards, and interoperability—while major technical challenges related to advanced materials, miniaturization, and biocompatibility issues are also included Covers body area electromagnetics, inductive coupling, antennas for biomedical telemetry, intra-body communications, non-RF communication links for biomedical telemetry (optical biotelemetry), as well as safety issues, human phantoms, and exposure assessment to high-frequency biotelemetry fields Presents biosensor network topologies and standards; context-aware sensing and multi-sensor fusion; security and privacy issues in biomedical telemetry; and the connection between biomedical telemetry and telemedicine Introduces clinical applications of Body Sensor Networks (BSNs) in addition to selected examples of wearable, implantable, ingestible devices, stimulator and integrated mobile healthcare system paradigms for monitoring and therapeutic intervention Covering biomedical telemetry devices, biosensor network topologies and standards, clinical applications, wearable and implantable devices, and the effects on the mobile healthcare system, this compendium is a must-have for professional engineers, researchers, and graduate students.

m-Health

Robert S. H. Istepanian,Bryan Woodward
m Health Book PDF

Author : Robert S. H. Istepanian,Bryan Woodward
Publisher : John Wiley & Sons
Page : 424 pages
File Size : 47,9 Mb
Release : 2016-10-19
Category : Science
ISBN : 9781119302896

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m-Health by Robert S. H. Istepanian,Bryan Woodward Pdf

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 technology phenomenon—is discussed. Afterwards the authors describe in detail the basics of the three enabling scientific technological elements of m-Health (sensors, computing, and communications), and how each of these key ingredients has evolved and matured over the last decade. The book concludes with detailed discussion of the future of m-Health and presents future directions to potentially shape and transform healthcare services in the coming decades. In addition, this book: Discusses the rapid evolution of m-Health in parallel with the maturing process of its enabling technologies, from bio-wearable sensors to the wireless and mobile communication technologies from IOT to 5G systems and beyond Includes clinical examples and current studies, particularly in acute and chronic disease management, to illustrate some of the relevant medical aspects and clinical applications of m-Health Describes current m-Health ecosystems and business models Covers successful applications and deployment examples of m-Health in various global health settings, particularly in developing countries

Surface Electromyography

Roberto Merletti,Dario Farina
Surface Electromyography Book PDF

Author : Roberto Merletti,Dario Farina
Publisher : John Wiley & Sons
Page : 592 pages
File Size : 52,9 Mb
Release : 2016-03-31
Category : Science
ISBN : 9781119082903

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Surface Electromyography by Roberto Merletti,Dario Farina Pdf

Reflects on developments in noninvasive electromyography, and includes advances and applications in signal detection, processing and interpretation Addresses EMG imaging technology together with the issue of decomposition of surface EMG Includes advanced single and multi-channel techniques for information extraction from surface EMG signals Presents the analysis and information extraction of surface EMG at various scales, from motor units to the concept of muscle synergies.

Medical Device Technologies

Gail D. Baura,Gail Baura
Medical Device Technologies Book PDF

Author : Gail D. Baura,Gail Baura
Publisher : Academic Press
Page : 529 pages
File Size : 40,9 Mb
Release : 2011-10-07
Category : Science
ISBN : 9780123749765

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Medical Device Technologies by Gail D. Baura,Gail Baura Pdf

Medical Device Technologies introduces undergraduate engineering students to commonly manufactured medical devices. It is the first textbook that discusses both electrical and mechanical medical devices. The first 20 chapters are medical device technology chapters; the remaining eight chapters focus on medical device laboratory experiments. Each medical device chapter begins with an exposition of appropriate physiology, mathematical modeling or biocompatibility issues, and clinical need. A device system description and system diagram provide details on technology function and administration of diagnosis and/or therapy. The systems approach lets students quickly identify the relationships between devices. Device key features are based on five applicable consensus standard requirements from organizations such as ISO and the Association for the Advancement of Medical Instrumentation (AAMI). The medical devices discussed are Nobel Prize or Lasker Clinical Prize winners, vital signs devices, and devices in high industry growth areas Three significant Food and Drug Administration (FDA) recall case studies which have impacted FDA medical device regulation are included in appropriate device chapters Exercises at the end of each chapter include traditional homework problems, analysis exercises, and four questions from assigned primary literature Eight laboratory experiments are detailed that provide hands-on reinforcement of device concepts

Multiscale Modelling in Biomedical Engineering

Dimitrios I. Fotiadis,Antonis I. Sakellarios,Vassiliki T. Potsika
Multiscale Modelling in Biomedical Engineering Book PDF

Author : Dimitrios I. Fotiadis,Antonis I. Sakellarios,Vassiliki T. Potsika
Publisher : John Wiley & Sons
Page : 404 pages
File Size : 45,5 Mb
Release : 2023-05-05
Category : Science
ISBN : 9781119517351

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Multiscale Modelling in Biomedical Engineering by Dimitrios I. Fotiadis,Antonis I. Sakellarios,Vassiliki T. Potsika Pdf

Multiscale Modelling in Biomedical Engineering Discover how multiscale modeling can enhance patient treatment and outcomes In Multiscale Modelling in Biomedical Engineering, an accomplished team of biomedical professionals delivers a robust treatment of the foundation and background of a general computational methodology for multi-scale modeling. The authors demonstrate how this methodology can be applied to various fields of biomedicine, with a particular focus on orthopedics and cardiovascular medicine. The book begins with a description of the relationship between multiscale modeling and systems biology before moving on to proceed systematically upwards in hierarchical levels from the molecular to the cellular, tissue, and organ level. It then examines multiscale modeling applications in specific functional areas, like mechanotransduction, musculoskeletal, and cardiovascular systems. Multiscale Modelling in Biomedical Engineering offers readers experiments and exercises to illustrate and implement the concepts contained within. Readers will also benefit from the inclusion of: A thorough introduction to systems biology and multi-scale modeling, including a survey of various multi-scale methods and approaches and analyses of their application in systems biology Comprehensive explorations of biomedical imaging and nanoscale modeling at the molecular, cell, tissue, and organ levels Practical discussions of the mechanotransduction perspective, including recent progress and likely future challenges In-depth examinations of risk prediction in patients using big data analytics and data mining Perfect for undergraduate and graduate students of bioengineering, biomechanics, biomedical engineering, and medicine, Multiscale Modelling in Biomedical Engineering will also earn a place in the libraries of industry professional and researchers seeking a one-stop reference to the basic engineering principles of biological systems.

Models and Algorithms for Biomolecules and Molecular Networks

Bhaskar DasGupta,Jie Liang
Models and Algorithms for Biomolecules and Molecular Networks Book PDF

Author : Bhaskar DasGupta,Jie Liang
Publisher : John Wiley & Sons
Page : 264 pages
File Size : 51,8 Mb
Release : 2016-01-06
Category : Science
ISBN : 9781119162261

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Models and Algorithms for Biomolecules and Molecular Networks by Bhaskar DasGupta,Jie Liang Pdf

By providing expositions to modeling principles, theories, computational solutions, and open problems, this reference presents a full scope on relevant biological phenomena, modeling frameworks, technical challenges, and algorithms. Up-to-date developments of structures of biomolecules, systems biology, advanced models, and algorithms Sampling techniques for estimating evolutionary rates and generating molecular structures Accurate computation of probability landscape of stochastic networks, solving discrete chemical master equations End-of-chapter exercises

Micro and Nanotechnologies in Engineering Stem Cells and Tissues

Murugan Ramalingam,Esmaiel Jabbari,Seeram Ramakrishna,Ali Khademhosseini
Micro and Nanotechnologies in Engineering Stem Cells and Tissues Book PDF

Author : Murugan Ramalingam,Esmaiel Jabbari,Seeram Ramakrishna,Ali Khademhosseini
Publisher : John Wiley & Sons
Page : 394 pages
File Size : 46,8 Mb
Release : 2013-05-10
Category : Science
ISBN : 9781118574805

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Micro and Nanotechnologies in Engineering Stem Cells and Tissues by Murugan Ramalingam,Esmaiel Jabbari,Seeram Ramakrishna,Ali Khademhosseini Pdf

A cutting-edge look at the application of micro and nanotechnologies in regenerative medicine The area at the interface of micro/nanotechnology and stem cells/tissue engineering has seen an explosion of activity in recent years. This book provides a much-needed overview of these exciting developments, covering all aspects of micro and nanotechnologies, from the fundamental principles to the latest research to applications in regenerative medicine. Written and edited by the top researchers in the field, Micro and Nanotechnologies in Engineering Stem Cells and Tissues describes advances in material systems along with current techniques available for cell, tissue, and organ studies. Readers will gain tremendous insight into the state of the art of stem cells and tissue engineering, and learn how to use the technology in their own research or clinical trials. Coverage includes: Technologies for controlling or regulating stem cell and tissue growth Various engineering approaches for stem cell, vascular tissue, and bone regeneration The design and processing of biocompatible polymers and other biomaterials Characterization of the interactions between cells and biomaterials Unrivaled among books of this kind, Micro and Nanotechnologies in Engineering Stem Cells and Tissues is the ultimate forward-looking reference for researchers in numerous disciplines, from engineering and materials science to biomedicine, and for anyone wishing to understand the trends in this transformative field.