A Parametric Framework For Modelling Of Bioelectrical Signals

Download A Parametric Framework For Modelling Of Bioelectrical Signals full books in PDF, epub, and Kindle. Read online A Parametric Framework For Modelling Of Bioelectrical Signals ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

A Parametric Framework for Modelling of Bioelectrical Signals

Author : Yar M. Mughal
Publisher : Springer
ISBN 13 : 9812879692
Total Pages : 92 pages
Book Rating : 4.8/5 (128 download)

DOWNLOAD NOW!

Book Synopsis A Parametric Framework for Modelling of Bioelectrical Signals by : Yar M. Mughal

Download or read book A Parametric Framework for Modelling of Bioelectrical Signals written by Yar M. Mughal and published by Springer. This book was released on 2016-01-05 with total page 92 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines non-invasive, electrical-based methods for disease diagnosis and assessment of heart function. In particular, a formalized signal model is proposed since this offers several advantages over methods that rely on measured data alone. By using a formalized representation, the parameters of the signal model can be easily manipulated and/or modified, thus providing mechanisms that allow researchers to reproduce and control such signals. In addition, having such a formalized signal model makes it possible to develop computer tools that can be used for manipulating and understanding how signal changes result from various heart conditions, as well as for generating input signals for experimenting with and evaluating the performance of e.g. signal extraction methods. The work focuses on bioelectrical information, particularly electrical bio-impedance (EBI). Once the EBI has been measured, the corresponding signals have to be modelled for analysis. This requires a structured approach in order to move from real measured data to the model of the corresponding signals. This book proposes a generic framework for this procedure. It can be used as a guide for modelling impedance cardiography (ICG) and impedance respirography (IRG) signals, as well as for developing the corresponding bio-impedance signal simulator (BISS).

A Parametric Framework for Modelling of Bioelectrical Signals

Author :
Publisher :
ISBN 13 : 9789949237630
Total Pages : 141 pages
Book Rating : 4.2/5 (376 download)

DOWNLOAD NOW!

Book Synopsis A Parametric Framework for Modelling of Bioelectrical Signals by :

Download or read book A Parametric Framework for Modelling of Bioelectrical Signals written by and published by . This book was released on 2015 with total page 141 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Bioelectrical Signal Processing in Cardiac and Neurological Applications

Author : Leif Sörnmo
Publisher : Academic Press
ISBN 13 : 0124375529
Total Pages : 690 pages
Book Rating : 4.1/5 (243 download)

DOWNLOAD NOW!

Book Synopsis Bioelectrical Signal Processing in Cardiac and Neurological Applications by : Leif Sörnmo

Download or read book Bioelectrical Signal Processing in Cardiac and Neurological Applications written by Leif Sörnmo and published by Academic Press. This book was released on 2005-06-15 with total page 690 pages. Available in PDF, EPUB and Kindle. Book excerpt: The analysis of bioelectrical signals continues to receive wide attention in research as well as commercially because novel signal processing techniques have helped to uncover valuable information for improved diagnosis and therapy. This book takes a unique problem-driven approach to biomedical signal processing by considering a wide range of problems in cardiac and neurological applications-the two "heavyweight" areas of biomedical signal processing. The interdisciplinary nature of the topic is reflected in how the text interweaves physiological issues with related methodological considerations. Bioelectrical Signal Processing is suitable for a final year undergraduate or graduate course as well as for use as an authoritative reference for practicing engineers, physicians, and researchers. A problem-driven, interdisciplinary presentation of biomedical signal processing Focus on methods for processing of bioelectrical signals (ECG, EEG, evoked potentials, EMG) Covers both classical and recent signal processing techniques Emphasis on model-based statistical signal processing Comprehensive exercises and illustrations Extensive bibliography

Practical Guide for Biomedical Signals Analysis Using Machine Learning Techniques

Author : Abdulhamit Subasi
Publisher : Academic Press
ISBN 13 : 0128176733
Total Pages : 458 pages
Book Rating : 4.1/5 (281 download)

DOWNLOAD NOW!

Book Synopsis Practical Guide for Biomedical Signals Analysis Using Machine Learning Techniques by : Abdulhamit Subasi

Download or read book Practical Guide for Biomedical Signals Analysis Using Machine Learning Techniques written by Abdulhamit Subasi and published by Academic Press. This book was released on 2019-03-16 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: Practical Guide for Biomedical Signals Analysis Using Machine Learning Techniques: A MATLAB Based Approach 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 readers with limited knowledge. Sections cover biomedical signals and machine learning techniques, biomedical signals, such as electroencephalogram (EEG), electromyogram (EMG) and electrocardiogram (ECG), different signal-processing techniques, signal de-noising, feature extraction and dimension reduction techniques, such as PCA, ICA, KPCA, MSPCA, entropy measures, and other statistical measures, and more. This book is a valuable source for bioinformaticians, medical doctors and other members of the biomedical field who need a cogent resource on the most recent and promising machine learning techniques for biomedical signals analysis. - Provides comprehensive knowledge in the application of machine learning tools in biomedical signal analysis for medical diagnostics, brain computer interface and man/machine interaction - Explains how to apply machine learning techniques to EEG, ECG and EMG signals - Gives basic knowledge on predictive modeling in biomedical time series and advanced knowledge in machine learning for biomedical time series

Issues of Fault Diagnosis for Dynamic Systems

Author : Ron J. Patton
Publisher : Springer Science & Business Media
ISBN 13 : 1447136446
Total Pages : 612 pages
Book Rating : 4.4/5 (471 download)

DOWNLOAD NOW!

Book Synopsis Issues of Fault Diagnosis for Dynamic Systems by : Ron J. Patton

Download or read book Issues of Fault Diagnosis for Dynamic Systems written by Ron J. Patton and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 612 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the time our first book Fault Diagnosis in Dynamic Systems: The ory and Applications was published in 1989 by Prentice Hall, there has been a surge in interest in research and applications into reliable methods for diag nosing faults in complex systems. The first book sold more than 1,200 copies and has become the main text in fault diagnosis for dynamic systems. This book will follow on this excellent record by focusing on some of the advances in this subject, by introducing new concepts in research and new application topics. The work cannot provide an exhaustive discussion of all the recent research in fault diagnosis for dynamic systems, but nevertheless serves to sample some of the major issues. It has been valuable once again to have the co-operation of experts throughout the world working in industry, gov emment establishments and academic institutions in writing the individual chapters. Sometimes dynamical systems have associated numerical models available in state space or in frequency domain format. When model infor mation is available, the quantitative model-based approach to fault diagnosis can be taken, using the mathematical model to generate analytically redun dant alternatives to the measured signals. When this approach is used, it becomes important to try to understand the limitations of the mathematical models i. e. , the extent to which model parameter variations occur and the effect of changing the systems point of operation.

Evolutionary Algorithms

Author : Lawrence D. Davis
Publisher : Springer Science & Business Media
ISBN 13 : 1461215420
Total Pages : 303 pages
Book Rating : 4.4/5 (612 download)

DOWNLOAD NOW!

Book Synopsis Evolutionary Algorithms by : Lawrence D. Davis

Download or read book Evolutionary Algorithms written by Lawrence D. Davis and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: This IMA Volume in Mathematics and its Applications EVOLUTIONARY ALGORITHMS is based on the proceedings of a workshop that was an integral part of the 1996-97 IMA program on "MATHEMATICS IN HIGH-PERFORMANCE COMPUTING." I thank Lawrence David Davis (Tica Associates), Kenneth De Jong (Computer Science, George Mason University), Michael D. Vose (Computer Science, The University of Tennessee), and L. Darrell Whitley (Computer Science, Colorado State University) for their excellent work in organizing the workshop and for editing the proceedings. Further appreciation is ex tended to Donald G. Truhlar (Chemistry and Supercomputing Institute, University of Minnesota) who was also one of the workshop organizers. In addition, I also take this opportunity to thank the National Science Foundation (NSF), Minnesota Supercomputing Institute (MSI), and the Army Research Office (ARO), whose financial support made the workshop possible. Willard Miller, Jr., Professor and Director v PREFACE The IMA Workshop on Evolutionary Algorithms brought together many of the top researchers working in the area of Evolutionary Com putation for a week of intensive interaction. The field of Evolutionary Computation has developed significantly over the past 30 years and today consists a variety of subfields such as genetic algorithms, evolution strate gies, evolutionary programming, and genetic programming, each with their own algorithmic perspectives and goals.

Evolution "On Purpose"

Author : Peter A. Corning
Publisher : MIT Press
ISBN 13 : 0262376024
Total Pages : 391 pages
Book Rating : 4.2/5 (623 download)

DOWNLOAD NOW!

Book Synopsis Evolution "On Purpose" by : Peter A. Corning

Download or read book Evolution "On Purpose" written by Peter A. Corning and published by MIT Press. This book was released on 2023-08-22 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: A unique exploration of teleonomy—also known as “evolved purposiveness”—as a major influence in evolution by a broad range of specialists in biology and the philosophy of science. The evolved purposiveness of living systems, termed “teleonomy” by chronobiologist Colin Pittendrigh, has been both a major outcome and causal factor in the history of life on Earth. Many theorists have appreciated this over the years, going back to Lamarck and even Darwin in the nineteenth century. In the mid-twentieth century, however, the complex, dynamic process of evolution was simplified into the one-way, bottom-up, single gene-centered paradigm widely known as the modern synthesis. In Evolution “On Purpose,” edited by Peter A. Corning, Stuart A. Kauffman, Denis Noble, James A. Shapiro, Richard I. Vane-Wright, and Addy Pross, some twenty theorists attempt to modify this reductive approach by exploring in depth the different ways in which living systems have themselves shaped the course of evolution. Evolution “On Purpose” puts forward a more inclusive theoretical synthesis that goes far beyond the underlying principles and assumptions of the modern synthesis to accommodate work since the 1950s in molecular genetics, developmental biology, epigenetic inheritance, genomics, multilevel selection, niche construction, physiology, behavior, biosemiotics, chemical reaction theory, and other fields. In the view of the authors, active biological processes are responsible for the direction and the rate of evolution. Essays in this collection grapple with topics from the two-way “read-write” genome to cognition and decision-making in plants to the niche-construction activities of many organisms to the self-making evolution of humankind. As this collection compellingly shows, and as bacterial geneticist James Shapiro emphasizes, “The capacity of living organisms to alter their own heredity is undeniable.”

Computational Methods in Systems Biology

Author : Olivier Roux
Publisher : Springer
ISBN 13 : 3319234013
Total Pages : 302 pages
Book Rating : 4.3/5 (192 download)

DOWNLOAD NOW!

Book Synopsis Computational Methods in Systems Biology by : Olivier Roux

Download or read book Computational Methods in Systems Biology written by Olivier Roux and published by Springer. This book was released on 2015-09-01 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 13th International Conference on Computational Methods in Systems Biology, CMSB 2015, held in Nantes, France, in September 2015. The 20 full papers and 2 short papers presented were carefully reviewed and selected from 43 full and 4 short paper submissions. The papers cover a wide range of topics in the analysis of biological systems, networks and data such as model checking, stochastic analysis, hybrid systems, circadian clock, time series data, logic programming, and constraints solving ranging from intercellular to multiscale.

Cardiac Bioelectric Therapy

Author : Igor R. Efimov
Publisher : Springer Nature
ISBN 13 : 3030633551
Total Pages : 421 pages
Book Rating : 4.0/5 (36 download)

DOWNLOAD NOW!

Book Synopsis Cardiac Bioelectric Therapy by : Igor R. Efimov

Download or read book Cardiac Bioelectric Therapy written by Igor R. Efimov and published by Springer Nature. This book was released on 2021-01-28 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: The updated and expanded second edition of this book presents a contemporary review of the basic science, engineering technology, and clinical practice of cardiac bioelectric therapy. It covers the rapidly expanding technological development of pacemakers and defibrillators as well as ablative therapy, electrophysiological mapping, and other clinical diagnostic and therapeutic breakthroughs. The book highlights many different aspects of bioelectric therapy, including history, biophysical and computational concepts, basic electrophysiology studies, engineering technology advances, and clinical perspectives. In this revised edition, leading clinical and basic electrophysiologists share their perspectives on the science behind the mechanisms of cardiac arrhythmias; breakthrough technologies for scientific and clinical investigation of heart rhythm disorders; theoretical conceptualization of arrhythmias and treatment using state-of-the-art computational approaches; and novel approaches to treatment of cardiac arrhythmias using implantable devices, percutaneous ablation therapies, machine learning, and other approaches. The Second Edition of Cardiac Bioelectric Therapy is an essential resource for physicians, residents, fellows, and graduate students in clinical cardiac electrophysiology, cardiology, and cardiac surgery as well as researchers, professionals, and students in biomedical, mechanical, and electrical engineering.

11th Mediterranean Conference on Medical and Biological Engineering and Computing 2007

Author : Tomaz Jarm
Publisher : Springer Science & Business Media
ISBN 13 : 3540730435
Total Pages : 2365 pages
Book Rating : 4.5/5 (47 download)

DOWNLOAD NOW!

Book Synopsis 11th Mediterranean Conference on Medical and Biological Engineering and Computing 2007 by : Tomaz Jarm

Download or read book 11th Mediterranean Conference on Medical and Biological Engineering and Computing 2007 written by Tomaz Jarm and published by Springer Science & Business Media. This book was released on 2007-11-12 with total page 2365 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biomedical engineering brings together bright minds from diverse disciplines, ranging from engineering, physics, and computer science to biology and medicine. This book contains the proceedings of the 11th Mediterranean Conference on Medical and Biological Engineering and Computing, MEDICON 2007, held in Ljubljana, Slovenia, June 2007. It features relevant, up-to-date research in the area.

EEG/ERP Analysis

Author : Kamel Nidal
Publisher : CRC Press
ISBN 13 : 1482224690
Total Pages : 338 pages
Book Rating : 4.4/5 (822 download)

DOWNLOAD NOW!

Book Synopsis EEG/ERP Analysis by : Kamel Nidal

Download or read book EEG/ERP Analysis written by Kamel Nidal and published by CRC Press. This book was released on 2014-10-23 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: Changes in the neurological functions of the human brain are often a precursor to numerous degenerative diseases. Advanced EEG systems and other monitoring systems used in preventive diagnostic procedures incorporate innovative features for brain monitoring functions such as real-time automated signal processing techniques and sophisticated amplifiers. Highlighting the US, Europe, Australia, New Zealand, Japan, Korea, China, and many other areas, EEG/ERP Analysis: Methods and Applications examines how researchers from various disciplines have started to work in the field of brain science, and explains the different techniques used for processing EEG/ERP data. Engineers can learn more about the clinical applications, while clinicians and biomedical scientists can familiarize themselves with the technical aspects and theoretical approaches. This book explores the recent advances involved in EEG/ERP analysis for brain monitoring, details successful EEG and ERP applications, and presents the neurological aspects in a simplified way so that those with an engineering background can better design clinical instruments. It consists of 13 chapters and includes the advanced techniques used for signal enhancement, source localization, data fusion, classification, and quantitative EEG. In addition, some of the chapters are contributed by neurologists and neurosurgeons providing the clinical aspects of EEG/ERP analysis. Covers a wide range of EEG/ERP applications with state-of-the-art techniques for denoising, analysis, and classification Examines new applications related to 3D display devices Includes MATLAB® codes EEG/ERP Analysis: Methods and Applications is a resource for biomedical and neuroscience scientists who are working on neural signal processing and interpretation, and biomedical engineers who are working on EEG/ERP signal analysis methods and developing clinical instrumentation. It can also assist neurosurgeons, psychiatrists, and postgraduate students doing research in neural engineering, as well as electronic engineers in neural signal processing and instrumentation.

Advances in Computing

Author : Jairo E. Serrano C.
Publisher : Springer
ISBN 13 : 3319989987
Total Pages : 527 pages
Book Rating : 4.3/5 (199 download)

DOWNLOAD NOW!

Book Synopsis Advances in Computing by : Jairo E. Serrano C.

Download or read book Advances in Computing written by Jairo E. Serrano C. and published by Springer. This book was released on 2018-09-17 with total page 527 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 13th Colombian Conference on Computing, CCC 2018, held in Cartagena, Colombia, in September 2018. The 46 revised full papers presented were carefully reviewed and selected from 194 submissions. The papers deal with the following topics: information and knowledge management, software engineering and IT architectures, educational informatics, intelligent systems and robotics, human-computer interaction, distributed systems and large-scale architectures, image processing, computer vision and multimedia, security of the information, formal methods, computational logic, and theory of computation.

Cumulated Index Medicus

Author :
Publisher :
ISBN 13 :
Total Pages : 1328 pages
Book Rating : 4.:/5 (31 download)

DOWNLOAD NOW!

Book Synopsis Cumulated Index Medicus by :

Download or read book Cumulated Index Medicus written by and published by . This book was released on 1989 with total page 1328 pages. Available in PDF, EPUB and Kindle. Book excerpt:

EEG - fMRI

Author : Christoph Mulert
Publisher : Springer Science & Business Media
ISBN 13 : 3540879196
Total Pages : 538 pages
Book Rating : 4.5/5 (48 download)

DOWNLOAD NOW!

Book Synopsis EEG - fMRI by : Christoph Mulert

Download or read book EEG - fMRI written by Christoph Mulert and published by Springer Science & Business Media. This book was released on 2009-10-29 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt: Functional magnetic resonance imaging (fMRI) and Electronecephalography (EEG) are very important and complementary modalities since fMRI offers high spatial resolution and EEG is a direct measurement of neuronal activity with high temporal resolution. Interest in the integration of both types of data is growing rapidly as it promises to provide important new insights into human brain activity as it has already done so in the field of epilepsy. The availability of good quality instrumentation capable of providing interference-free data in both modalities means that electrophysiological and haemodynamic characteristics of individual brain events can be captured for the first time. Consequently, it seems certain that the integration of fMRI and EEG will play an increasing role in neuroscience and of the clinical study of brain disorders such as epilepsy. The proposed book will discuss in detail the physiological principles, practical aspects of measurement, artefact reduction and analysis and also applications of the integration of fMRI and EEG. All applications, which are mainly in the fields of sleep research, cognitive neuroscience and clinical use in neurology and psychiatry will be reviewed.

Blind Estimation Using Higher-Order Statistics

Author : Asoke Nandi
Publisher : Springer Science & Business Media
ISBN 13 : 9780792384427
Total Pages : 298 pages
Book Rating : 4.3/5 (844 download)

DOWNLOAD NOW!

Book Synopsis Blind Estimation Using Higher-Order Statistics by : Asoke Nandi

Download or read book Blind Estimation Using Higher-Order Statistics written by Asoke Nandi and published by Springer Science & Business Media. This book was released on 1999-01-31 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the signal-processing research community, a great deal of progress in higher-order statistics (HOS) began in the mid-1980s. These last fifteen years have witnessed a large number of theoretical developments as well as real applications. Blind Estimation Using Higher-Order Statistics focuses on the blind estimation area and records some of the major developments in this field. Blind Estimation Using Higher-Order Statistics is a welcome addition to the few books on the subject of HOS and is the first major publication devoted to covering blind estimation using HOS. The book provides the reader with an introduction to HOS and goes on to illustrate its use in blind signal equalisation (which has many applications including (mobile) communications), blind system identification, and blind sources separation (a generic problem in signal processing with many applications including radar, sonar and communications). There is also a chapter devoted to robust cumulant estimation, an important problem where HOS results have been encouraging. Blind Estimation Using Higher-Order Statistics is an invaluable reference for researchers, professionals and graduate students working in signal processing and related areas.

EMBC 2004

Author : IEEE Engineering in Medicine and Biology Society. Conference
Publisher :
ISBN 13 :
Total Pages : 890 pages
Book Rating : 4.0/5 ( download)

DOWNLOAD NOW!

Book Synopsis EMBC 2004 by : IEEE Engineering in Medicine and Biology Society. Conference

Download or read book EMBC 2004 written by IEEE Engineering in Medicine and Biology Society. Conference and published by . This book was released on 2004 with total page 890 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Brain and Human Body Modeling

Author : Sergey Makarov
Publisher : Springer Nature
ISBN 13 : 3030212939
Total Pages : 398 pages
Book Rating : 4.0/5 (32 download)

DOWNLOAD NOW!

Book Synopsis Brain and Human Body Modeling by : Sergey Makarov

Download or read book Brain and Human Body Modeling written by Sergey Makarov and published by Springer Nature. This book was released on 2019-08-27 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book describes modern applications of computational human modeling with specific emphasis in the areas of neurology and neuroelectromagnetics, depression and cancer treatments, radio-frequency studies and wireless communications. Special consideration is also given to the use of human modeling to the computational assessment of relevant regulatory and safety requirements. Readers working on applications that may expose human subjects to electromagnetic radiation will benefit from this book’s coverage of the latest developments in computational modelling and human phantom development to assess a given technology’s safety and efficacy in a timely manner. Describes construction and application of computational human models including anatomically detailed and subject specific models; Explains new practices in computational human modeling for neuroelectromagnetics, electromagnetic safety, and exposure evaluations; Includes a survey of modern applications for which computational human models are critical; Describes cellular-level interactions between the human body and electromagnetic fields.