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Developments And Applications For Ecg Signal Processing

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Developments and Applications for ECG Signal Processing

Developments and Applications for ECG Signal Processing Book
Author : Joao Paulo do Vale Madeiro,Paulo Cesar Cortez,José Maria Da Silva Monteiro Filho,Angelo Roncalli Alencar Brayner
Publisher : Academic Press
Release : 2018-11-29
ISBN : 0128140364
Language : En, Es, Fr & De

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Book Description :

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

ECG Signal Processing  Classification and Interpretation Book
Author : Adam Gacek,Witold Pedrycz
Publisher : Springer Science & Business Media
Release : 2011-09-18
ISBN : 9780857298683
Language : En, Es, Fr & De

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Book Description :

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.

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

Handbook of Research on Developments in E Health and Telemedicine  Technological and Social Perspectives Book
Author : Cruz-Cunha, Maria Manuela,Tavares, Antonio J.,Simoes, Ricardo
Publisher : IGI Global
Release : 2009-12-31
ISBN : 161520671X
Language : En, Es, Fr & De

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Book Description :

"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.

Biomedical Signal Processing and Artificial Intelligence in Healthcare

Biomedical Signal Processing and Artificial Intelligence in Healthcare Book
Author : Walid A. Zgallai
Publisher : Academic Press
Release : 2020-07-29
ISBN : 0128189479
Language : En, Es, Fr & De

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Book Description :

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

Biomedical Signal Processing Book
Author : Ganesh Naik
Publisher : Springer Nature
Release : 2019-11-12
ISBN : 9811390975
Language : En, Es, Fr & De

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Book Description :

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

Illumination of Artificial Intelligence in Cybersecurity and Forensics Book
Author : Sanjay Misra,Chamundeswari Arumugam
Publisher : Springer Nature
Release : 2022
ISBN : 3030934535
Language : En, Es, Fr & De

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Book Description :

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 Cardiac Signal Processing

Advances in Cardiac Signal Processing Book
Author : U. Rajendra Acharya
Publisher : Springer Science & Business Media
Release : 2007-04-25
ISBN : 354036675X
Language : En, Es, Fr & De

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Book Description :

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.

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

Advances in Science  Technology  Higher Education and Society in the Conceptual Age  STHESCA Book
Author : Tadeusz Marek
Publisher : AHFE International (USA)
Release : 2020-07-19
ISBN : 1495121100
Language : En, Es, Fr & De

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Book Description :

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.

Frontier and Future Development of Information Technology in Medicine and Education

Frontier and Future Development of Information Technology in Medicine and Education Book
Author : Shaozi Li,Qun Jin,Xiaohong Jiang,James J. (Jong Hyuk) Park
Publisher : Springer Science & Business Media
Release : 2013-12-05
ISBN : 9400776187
Language : En, Es, Fr & De

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Book Description :

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 Signal Processing and Intelligent Recognition Systems

Advances in Signal Processing and Intelligent Recognition Systems Book
Author : Sabu M. Thampi,Sanghamitra Bandyopadhyay,Sri Krishnan,Kuan-Ching Li,Sergey Mosin,Maode Ma
Publisher : Springer
Release : 2015-12-24
ISBN : 3319286587
Language : En, Es, Fr & De

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Book Description :

This Edited Volume contains a selection of refereed and revised papers originally presented at the second International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS-2015), December 16-19, 2015, Trivandrum, India. The program committee received 175 submissions. Each paper was peer reviewed by at least three or more independent referees of the program committee and the 59 papers were finally selected. The papers offer stimulating insights into biometrics, digital watermarking, recognition systems, image and video processing, signal and speech processing, pattern recognition, machine learning and knowledge-based systems. The book is directed to the researchers and scientists engaged in various field of signal processing and related areas.

Advances in Processing and Pattern Analysis of Biological Signals

Advances in Processing and Pattern Analysis of Biological Signals Book
Author : I. Gath,G.F. Inbar
Publisher : Springer Science & Business Media
Release : 2013-06-29
ISBN : 1475790988
Language : En, Es, Fr & De

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Book Description :

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.

Bioelectrical Signal Processing in Cardiac and Neurological Applications

Bioelectrical Signal Processing in Cardiac and Neurological Applications Book
Author : Leif Sörnmo,Pablo Laguna
Publisher : Academic Press
Release : 2005
ISBN : 0124375529
Language : En, Es, Fr & De

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Book Description :

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. Solutions Manual available online at http://www.textbooks.elsevier.com · 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 · For companion web site with project descriptions and signals for download see www.biosignal.lth.se

Advances in VLSI Communication and Signal Processing

Advances in VLSI  Communication  and Signal Processing Book
Author : David Harvey,Haranath Kar,Shekhar Verma,Vijaya Bhadauria
Publisher : Springer Nature
Release : 2020-10-14
ISBN : 9811568405
Language : En, Es, Fr & De

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Book Description :

This book comprises select peer-reviewed papers from the International Conference on VLSI, Communication and Signal processing (VCAS) 2019, held at Motilal Nehru National Institute of Technology (MNNIT) Allahabad, Prayagraj, India. The contents focus on latest research in different domains of electronics and communication engineering, in particular microelectronics and VLSI design, communication systems and networks, and signal and image processing. The book also discusses the emerging applications of novel tools and techniques in image, video and multimedia signal processing. This book will be useful to students, researchers and professionals working in the electronics and communication domain.

Innovative Developments in Virtual and Physical Prototyping

Innovative Developments in Virtual and Physical Prototyping Book
Author : Paulo Jorge da Silva Bartolo
Publisher : CRC Press
Release : 2011-09-16
ISBN : 0415684188
Language : En, Es, Fr & De

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Book Description :

Innovative Developments in Virtual and Physical Prototyping presents essential research in the area of Virtual and Rapid Prototyping. The volume contains reviewed papers presented at the 5th International Conference on Advanced Research in Virtual and Rapid Prototyping, hosted by the Centre for Rapid and Sustainable Product Development of the Polytechnic Institute of Leiria, Portugal, from September 28 to October 1, 2011. A wide range of topics is covered, such as CAD and 3D Data Acquisition Technologies, Additive and Nano Manufacturing Technologies, Rapid Tooling & Manufacturing, Biomanufacturing, Materials for Advanced Manufacturing Processes, Virtual Environments and Simulation, Applications of Virtual and Physical Prototyping Technologies. Innovative Developments in Virtual and Physical Prototyping is intended for engineers, designers and manufacturers who are active in the areas of mechanical, industrial and biomedical engineering.

Advances in Information Technology Research and Application 2011 Edition

Advances in Information Technology Research and Application  2011 Edition Book
Author : Anonim
Publisher : ScholarlyEditions
Release : 2012-01-09
ISBN : 1464920745
Language : En, Es, Fr & De

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Book Description :

Advances in Information Technology Research and Application: 2011 Edition is a ScholarlyEditions™ eBook that delivers timely, authoritative, and comprehensive information about Information Technology. The editors have built Advances in Information Technology Research and Application: 2011 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Information Technology in this eBook to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Advances in Information Technology Research and Application: 2011 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.

Advances in Information and Communication

Advances in Information and Communication Book
Author : Kohei Arai
Publisher : Springer Nature
Release : 2021-04-12
ISBN : 3030731006
Language : En, Es, Fr & De

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Book Description :

This book aims to provide an international forum for scholarly researchers, practitioners and academic communities to explore the role of information and communication technologies and its applications in technical and scholarly development. The conference attracted a total of 464 submissions, of which 152 submissions (including 4 poster papers) have been selected after a double-blind review process. Academic pioneering researchers, scientists, industrial engineers and students will find this series useful to gain insight into the current research and next-generation information science and communication technologies. This book discusses the aspects of communication, data science, ambient intelligence, networking, computing, security and Internet of things, from classical to intelligent scope. The authors hope that readers find the volume interesting and valuable; it gathers chapters addressing state-of-the-art intelligent methods and techniques for solving real-world problems along with a vision of the future research.

Contemporary Methods in Bioinformatics and Biomedicine and Their Applications

Contemporary Methods in Bioinformatics and Biomedicine and Their Applications Book
Author : Sotir S. Sotirov
Publisher : Springer Nature
Release : 2022-10-04
ISBN : 3030966380
Language : En, Es, Fr & De

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Book Description :

Download Contemporary Methods in Bioinformatics and Biomedicine and Their Applications book written by Sotir S. Sotirov, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Advanced Signal Processing Handbook

Advanced Signal Processing Handbook Book
Author : Stergios Stergiopoulos
Publisher : CRC Press
Release : 2017-09-08
ISBN : 135136944X
Language : En, Es, Fr & De

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Book Description :

Advances in digital signal processing algorithms and computer technology have combined to produce real-time systems with capabilities far beyond those of just few years ago. Nonlinear, adaptive methods for signal processing have emerged to provide better array gain performance, however, they lack the robustness of conventional algorithms. The challenge remains to develop a concept that exploits the advantages of both-a scheme that integrates these methods in practical, real-time systems. The Advanced Signal Processing Handbook helps you meet that challenge. Beyond offering an outstanding introduction to the principles and applications of advanced signal processing, it develops a generic processing structure that takes advantage of the similarities that exist among radar, sonar, and medical imaging systems and integrates conventional and nonlinear processing schemes.

Recent Advances in Doppler Signal Processing and Modelling Techniques for Fetal Monitoring

Recent Advances in Doppler Signal Processing and Modelling Techniques for Fetal Monitoring Book
Author : Ahsan H. Khandoker,Faezeh Marzbanrad,Yoshitaka Kimura
Publisher : Frontiers Media SA
Release : 2018-08-16
ISBN : 288945536X
Language : En, Es, Fr & De

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Book Description :

The guest editors of this eBook have accepted 10 very high-quality submissions for inclusion in a special issue of Frontiers in Physiology. The key difference between this eBook and contemporary fetal physiology related literature is that this Research Topic summarizes additional insights into the physiological link between physiologically understandable mathematical indices of fetal signals and the developing cardiovascular functions in fetal health and compromises. This book should be of considerable help to researchers, professionals in fetal monitoring device industries, academics, and graduate students from a wide range of disciplines. The text provides a comprehensive account of recent research in this emerging field and we anticipate that the concepts presented here will generate further research in this field.

Advances of Science and Technology

Advances of Science and Technology Book
Author : Mulugeta Admasu Delele,Mekuanint Agegnehu Bitew,Abebech Abera Beyene,Solomon Workneh Fanta,Addisu Negash Ali
Publisher : Springer Nature
Release : 2021
ISBN : 3030806219
Language : En, Es, Fr & De

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Book Description :

This two-volume set constitutes the refereed post-conference proceedings of the 8th International Conference on Advancement of Science and Technology, ICAST 2020, which took place in Bahir Dar, Ethiopia, in October 2020.The 74 revised full papers were carefully reviewed and selected from more than 200 submissions of which 157 were sent out for peer review. The papers present economic and technologic developments in modern societies in 6 tracks: Chemical, food and bio-process engineering; Electrical and computer engineering; IT, computer science and software engineering; Civil, water resources, and environmental engineering; Mechanical and industrial engineering; Material science and engineering.