Developments And Applications For Ecg Signal Processing

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Developments and Applications for ECG Signal Processing

Author : Joao Paulo do Vale Madeiro
Publisher : Academic Press
ISBN 13 : 0128140364
Total Pages : 210 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Developments and Applications for ECG Signal Processing by : Joao Paulo do Vale Madeiro

Download or read book Developments and Applications for ECG Signal Processing written by Joao Paulo do Vale Madeiro and published by Academic Press. This book was released on 2018-11-29 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: Developments and Applications for ECG Signal Processing: Modeling, Segmentation, and Pattern Recognition covers reliable techniques for ECG signal processing and their potential to significantly increase the applicability of ECG use in diagnosis. This book details a wide range of challenges in the processes of acquisition, preprocessing, segmentation, mathematical modelling and pattern recognition in ECG signals, presenting practical and robust solutions based on digital signal processing techniques. Users will find this to be a comprehensive resource that contributes to research on the automatic analysis of ECG signals and extends resources relating to rapid and accurate diagnoses, particularly for long-term signals. Chapters cover classical and modern features surrounding f ECG signals, ECG signal acquisition systems, techniques for noise suppression for ECG signal processing, a delineation of the QRS complex, mathematical modelling of T- and P-waves, and the automatic classification of heartbeats. Gives comprehensive coverage of ECG signal processing Presents development and parametrization techniques for ECG signal acquisition systems Analyzes and compares distortions caused by different digital filtering techniques for noise suppression applied over the ECG signal Describes how to identify if a digitized ECG signal presents irreversible distortion through analysis of its frequency components prior to, and after, filtering Considers how to enhance QRS complexes and differentiate these from artefacts, noise, and other characteristic waves under different scenarios

ECG Signal Processing, Classification and Interpretation

Author : Adam Gacek
Publisher : Springer Science & Business Media
ISBN 13 : 9780857298683
Total Pages : 278 pages
Book Rating : 4.2/5 (986 download)

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Book Synopsis ECG Signal Processing, Classification and Interpretation by : Adam Gacek

Download or read book ECG Signal Processing, Classification and Interpretation written by Adam Gacek and published by Springer Science & Business Media. This book was released on 2011-09-18 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book shows how the various paradigms of computational intelligence, employed either singly or in combination, can produce an effective structure for obtaining often vital information from ECG signals. The text is self-contained, addressing concepts, methodology, algorithms, and case studies and applications, providing the reader with the necessary background augmented with step-by-step explanation of the more advanced concepts. It is structured in three parts: Part I covers the fundamental ideas of computational intelligence together with the relevant principles of data acquisition, morphology and use in diagnosis; Part II deals with techniques and models of computational intelligence that are suitable for signal processing; and Part III details ECG system-diagnostic interpretation and knowledge acquisition architectures. Illustrative material includes: brief numerical experiments; detailed schemes, exercises and more advanced problems.

ECG Signal Processing, Classification and Interpretation

Author : Adam Gacek
Publisher : Springer
ISBN 13 : 9780857298690
Total Pages : 278 pages
Book Rating : 4.2/5 (986 download)

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Book Synopsis ECG Signal Processing, Classification and Interpretation by : Adam Gacek

Download or read book ECG Signal Processing, Classification and Interpretation written by Adam Gacek and published by Springer. This book was released on 2013-01-02 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book shows how the various paradigms of computational intelligence, employed either singly or in combination, can produce an effective structure for obtaining often vital information from ECG signals. The text is self-contained, addressing concepts, methodology, algorithms, and case studies and applications, providing the reader with the necessary background augmented with step-by-step explanation of the more advanced concepts. It is structured in three parts: Part I covers the fundamental ideas of computational intelligence together with the relevant principles of data acquisition, morphology and use in diagnosis; Part II deals with techniques and models of computational intelligence that are suitable for signal processing; and Part III details ECG system-diagnostic interpretation and knowledge acquisition architectures. Illustrative material includes: brief numerical experiments; detailed schemes, exercises and more advanced problems.

Advances in Cardiac Signal Processing

Author : U. Rajendra Acharya
Publisher : Springer Science & Business Media
ISBN 13 : 354036675X
Total Pages : 468 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Advances in Cardiac Signal Processing by : U. Rajendra Acharya

Download or read book Advances in Cardiac Signal Processing written by U. Rajendra Acharya and published by Springer Science & Business Media. This book was released on 2007-04-25 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive review of progress in the acquisition and extraction of electrocardiogram signals. The coverage is extensive, from a review of filtering techniques to measurement of heart rate variability, to aortic pressure measurement, to strategies for assessing contractile effort of the left ventricle and more. The book concludes by assessing the future of cardiac signal processing, leading to next generation research which directly impact cardiac health care.

Handbook of Research on Developments in E-Health and Telemedicine: Technological and Social Perspectives

Author : Cruz-Cunha, Maria Manuela
Publisher : IGI Global
ISBN 13 : 161520671X
Total Pages : 1486 pages
Book Rating : 4.6/5 (152 download)

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Book Synopsis Handbook of Research on Developments in E-Health and Telemedicine: Technological and Social Perspectives by : Cruz-Cunha, Maria Manuela

Download or read book Handbook of Research on Developments in E-Health and Telemedicine: Technological and Social Perspectives written by Cruz-Cunha, Maria Manuela and published by IGI Global. This book was released on 2009-12-31 with total page 1486 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book provide a comprehensive coverage of the latest and most relevant knowledge, developments, solutions, and practical applications, related to e-Health, this new field of knowledge able to transform the way we live and deliver services, both from the technological and social perspectives"--Provided by publisher.

Leveraging Data Science for Global Health

Author : Leo Anthony Celi
Publisher : Springer Nature
ISBN 13 : 3030479943
Total Pages : 471 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Leveraging Data Science for Global Health by : Leo Anthony Celi

Download or read book Leveraging Data Science for Global Health written by Leo Anthony Celi and published by Springer Nature. This book was released on 2020-07-31 with total page 471 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book explores ways to leverage information technology and machine learning to combat disease and promote health, especially in resource-constrained settings. It focuses on digital disease surveillance through the application of machine learning to non-traditional data sources. Developing countries are uniquely prone to large-scale emerging infectious disease outbreaks due to disruption of ecosystems, civil unrest, and poor healthcare infrastructure – and without comprehensive surveillance, delays in outbreak identification, resource deployment, and case management can be catastrophic. In combination with context-informed analytics, students will learn how non-traditional digital disease data sources – including news media, social media, Google Trends, and Google Street View – can fill critical knowledge gaps and help inform on-the-ground decision-making when formal surveillance systems are insufficient.

Biomedical Signal Processing and Artificial Intelligence in Healthcare

Author : Walid A. Zgallai
Publisher : Academic Press
ISBN 13 : 0128189479
Total Pages : 270 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Biomedical Signal Processing and Artificial Intelligence in Healthcare by : Walid A. Zgallai

Download or read book Biomedical Signal Processing and Artificial Intelligence in Healthcare written by Walid A. Zgallai and published by Academic Press. This book was released on 2020-07-29 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biomedical Signal Processing and Artificial Intelligence in Healthcare is a new volume in the Developments in Biomedical Engineering and Bioelectronics series. This volume covers the basics of biomedical signal processing and artificial intelligence. It explains the role of machine learning in relation to processing biomedical signals and the applications in medicine and healthcare. The book provides background to statistical analysis in biomedical systems. Several types of biomedical signals are introduced and analyzed, including ECG and EEG signals. The role of Deep Learning, Neural Networks, and the implications of the expansion of artificial intelligence is covered. Biomedical Images are also introduced and processed, including segmentation, classification, and detection. This book covers different aspects of signals, from the use of hardware and software, and making use of artificial intelligence in problem solving.Dr Zgallai’s book has up to date coverage where readers can find the latest information, easily explained, with clear examples and illustrations. The book includes examples on the application of signal and image processing employing artificial intelligence to Alzheimer, Parkinson, ADHD, autism, and sleep disorders, as well as ECG and EEG signals. Developments in Biomedical Engineering and Bioelectronics is a 10-volume series which covers recent developments, trends and advances in this field. Edited by leading academics in the field, and taking a multidisciplinary approach, this series is a forum for cutting-edge, contemporary review articles and contributions from key ‘up-and-coming’ academics across the full subject area. The series serves a wide audience of university faculty, researchers and students, as well as industry practitioners. Coverage of the subject area and the latest advances and applications in biomedical signal processing and Artificial Intelligence Contributions by recognized researchers and field leaders On-line presentations, tutorials, application and algorithm examples

Biomedical Signal Processing

Author : Ganesh Naik
Publisher : Springer Nature
ISBN 13 : 9811390975
Total Pages : 432 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Biomedical Signal Processing by : Ganesh Naik

Download or read book Biomedical Signal Processing written by Ganesh Naik and published by Springer Nature. This book was released on 2019-11-12 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reports on the latest advances in the study of biomedical signal processing, and discusses in detail a number of open problems concerning clinical, biomedical and neural signals. It methodically collects and presents in a unified form the research findings previously scattered throughout various scientific journals and conference proceedings. In addition, the chapters are self-contained and can be read independently. Accordingly, the book will be of interest to university researchers, R&D engineers and graduate students who wish to learn the core principles of biomedical signal analysis, algorithms, and applications, while also offering a valuable reference work for biomedical engineers and clinicians who wish to learn more about the theory and recent applications of neural engineering and biomedical signal processing.

Illumination of Artificial Intelligence in Cybersecurity and Forensics

Author : Sanjay Misra
Publisher : Springer Nature
ISBN 13 : 3030934535
Total Pages : 378 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Illumination of Artificial Intelligence in Cybersecurity and Forensics by : Sanjay Misra

Download or read book Illumination of Artificial Intelligence in Cybersecurity and Forensics written by Sanjay Misra and published by Springer Nature. This book was released on 2022-02-08 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers a variety of topics that span from industry to academics: hybrid AI model for IDS in IoT, intelligent authentication framework for IoMT mobile devices for extracting bioelectrical signals, security audit in terms of vulnerability analysis to protect the electronic medical records in healthcare system using AI, classification using CNN a multi-face recognition attendance system with anti-spoofing capability, challenges in face morphing attack detection, a dimensionality reduction and feature-level fusion technique for morphing attack detection (MAD) systems, findings and discussion on AI-assisted forensics, challenges and open issues in the application of AI in forensics, a terrorist computational model that uses Baum–Welch optimization to improve the intelligence and predictive accuracy of the activities of criminal elements, a novel method for detecting security violations in IDSs, graphical-based city block distance algorithm method for E-payment systems, image encryption, and AI methods in ransomware mitigation and detection. It assists the reader in exploring new research areas, wherein AI can be applied to offer solutions through the contribution from researchers and academia.

Advances in Processing and Pattern Analysis of Biological Signals

Author : I. Gath
Publisher : Springer Science & Business Media
ISBN 13 : 1475790988
Total Pages : 429 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Advances in Processing and Pattern Analysis of Biological Signals by : I. Gath

Download or read book Advances in Processing and Pattern Analysis of Biological Signals written by I. Gath and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years there has been rapid progress in the development of signal processing in general, and more specifically in the application of signal processing and pattern analysis to biological signals. Techniques, such as parametric and nonparametric spectral estimation, higher order spectral estimation, time-frequency methods, wavelet transform, and identifi cation of nonlinear systems using chaos theory, have been successfully used to elucidate basic mechanisms of physiological and mental processes. Similarly, biological signals recorded during daily medical practice for clinical diagnostic procedures, such as electroen cephalograms (EEG), evoked potentials (EP), electromyograms (EMG) and electrocardio grams (ECG), have greatly benefitted from advances in signal processing. In order to update researchers, graduate students, and clinicians, on the latest developments in the field, an International Symposium on Processing and Pattern Analysis of Biological Signals was held at the Technion-Israel Institute of Technology, during March 1995. This book contains 27 papers delivered during the symposium. The book follows the five sessions of the symposium. The first section, Processing and Pattern Analysis of Normal and Pathological EEG, accounts for some of the latest developments in the area of EEG processing, namely: time varying parametric modeling; non-linear dynamic modeling of the EEG using chaos theory; Markov analysis; delay estimation using adaptive least-squares filtering; and applications to the analysis of epileptic EEG, EEG recorded from psychiatric patients, and sleep EEG.

Practical Applications of Electrocardiogram

Author : Umashankar Lakshmanadoss
Publisher : BoD – Books on Demand
ISBN 13 : 1789840775
Total Pages : 120 pages
Book Rating : 4.7/5 (898 download)

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Book Synopsis Practical Applications of Electrocardiogram by : Umashankar Lakshmanadoss

Download or read book Practical Applications of Electrocardiogram written by Umashankar Lakshmanadoss and published by BoD – Books on Demand. This book was released on 2020-02-26 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an excellent overview of the diagnosis of abnormal electrocardiograms (ECGs) through deep learning methods. These methods include optimal techniques that can link the processing and analysis of nonstationary ECG signals, the various statistical methods of converting ECG data into variant maps, and the application of various ways of identifying premature atrial beats, ECG characteristics of right and left ventricular tachyarrhythmia, and conditions producing left ventricular hypertrophy, including hypertrophic cardiomyopathy. This book is divided into two sections, including basic and practical applications of ECGs. We hope that it will serve as a reference for the techniques used to obtain and process electrical signals for ECGs. This book will also function as an excellent reference for atrial and ventricular tachyarrhythmia.

ECG Time Series Variability Analysis

Author : Herbert F. Jelinek
Publisher : CRC Press
ISBN 13 : 1482243482
Total Pages : 497 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis ECG Time Series Variability Analysis by : Herbert F. Jelinek

Download or read book ECG Time Series Variability Analysis written by Herbert F. Jelinek and published by CRC Press. This book was released on 2017-09-11 with total page 497 pages. Available in PDF, EPUB and Kindle. Book excerpt: Divided roughly into two sections, this book provides a brief history of the development of ECG along with heart rate variability (HRV) algorithms and the engineering innovations over the last decade in this area. It reviews clinical research, presents an overview of the clinical field, and the importance of heart rate variability in diagnosis. The book then discusses the use of particular ECG and HRV algorithms in the context of clinical applications.

Frontier and Future Development of Information Technology in Medicine and Education

Author : Shaozi Li
Publisher : Springer Science & Business Media
ISBN 13 : 9400776187
Total Pages : 3581 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Frontier and Future Development of Information Technology in Medicine and Education by : Shaozi Li

Download or read book Frontier and Future Development of Information Technology in Medicine and Education written by Shaozi Li and published by Springer Science & Business Media. This book was released on 2013-12-05 with total page 3581 pages. Available in PDF, EPUB and Kindle. Book excerpt: IT changes everyday’s life, especially in education and medicine. The goal of ITME 2013 is to further explore the theoretical and practical issues of IT in education and medicine. It also aims to foster new ideas and collaboration between researchers and practitioners.

Advances in Science, Technology, Higher Education and Society in the Conceptual Age: STHESCA

Author : Tadeusz Marek
Publisher : AHFE International (USA)
ISBN 13 : 1495121100
Total Pages : 324 pages
Book Rating : 4.4/5 (951 download)

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Book Synopsis Advances in Science, Technology, Higher Education and Society in the Conceptual Age: STHESCA by : Tadeusz Marek

Download or read book Advances in Science, Technology, Higher Education and Society in the Conceptual Age: STHESCA written by Tadeusz Marek and published by AHFE International (USA). This book was released on 2020-07-19 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume focuses on the advances in the Science, Technology, Higher Education, Society in the Conceptual Age, which are a critical aspect in the design of any technological system. The ideas and practical solutions described in the book are the outcome of dedicated research by academics and practitioners aiming to advance theory and practice in this dynamic and all-encompassing discipline. This book highlight new research in different fields for which the upcoming Conceptual Age is a common point. Leading researchers will continue to provide new ideas and guidance for those involved in creating contemporary and future conditions in the field of higher education, social sciences and new technologies. Research papers formed in various areas including psychology, management, life sciences, ergonomics and higher education issues.

Advances in Electrocardiograms

Author : Richard Millis
Publisher : BoD – Books on Demand
ISBN 13 : 9533079231
Total Pages : 406 pages
Book Rating : 4.5/5 (33 download)

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Book Synopsis Advances in Electrocardiograms by : Richard Millis

Download or read book Advances in Electrocardiograms written by Richard Millis and published by BoD – Books on Demand. This book was released on 2012-01-25 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: Electrocardiograms are one of the most widely used methods for evaluating the structure-function relationships of the heart in health and disease. This book is the first of two volumes which reviews recent advancements in electrocardiography. This volume lays the groundwork for understanding the technical aspects of these advancements. The five sections of this volume, Cardiac Anatomy, ECG Technique, ECG Features, Heart Rate Variability and ECG Data Management, provide comprehensive reviews of advancements in the technical and analytical methods for interpreting and evaluating electrocardiograms. This volume is complemented with anatomical diagrams, electrocardiogram recordings, flow diagrams and algorithms which demonstrate the most modern principles of electrocardiography. The chapters which form this volume describe how the technical impediments inherent to instrument-patient interfacing, recording and interpreting variations in electrocardiogram time intervals and morphologies, as well as electrocardiogram data sharing have been effectively overcome. The advent of novel detection, filtering and testing devices are described. Foremost, among these devices are innovative algorithms for automating the evaluation of electrocardiograms.

Variant Construction from Theoretical Foundation to Applications

Author : Jeffrey Zheng
Publisher : Springer
ISBN 13 : 9811322821
Total Pages : 409 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Variant Construction from Theoretical Foundation to Applications by : Jeffrey Zheng

Download or read book Variant Construction from Theoretical Foundation to Applications written by Jeffrey Zheng and published by Springer. This book was released on 2018-12-17 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book presents theoretical framework and sample applications of variant construction. The first part includes the components variant logic, variant measurements, and variant maps, while the second part covers sample applications such as variation with functions, variant stream ciphers, quantum interference, classical/quantum random sequences, whole DNA sequences, and multiple-valued pulse sequences. Addressing topics ranging from logic and measuring foundation to typical applications and including various illustrated maps, it is a valuable guide for theoretical researchers in discrete mathematics; computing-, quantum- and communication scientists; big data engineers; as well as graduate and upper undergraduate students.

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)

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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