Advanced Methods And Tools For Ecg Data Analysis
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Advanced Methods And Tools For Ecg Data Analysis
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Author : Gari D. Clifford
language : en
Publisher: Artech House Publishers
Release Date : 2006
Advanced Methods And Tools For Ecg Data Analysis written by Gari D. Clifford and has been published by Artech House Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Computers categories.
This practical book is the first one-stop resource to offer a thorough, up-to-date treatment of the techniques and methods used in electrocardiogram (ECG) data analysis, from fundamental principles to the latest tools in the field. The book places emphasis on the selection, modeling, classification, and interpretation of data based on advanced signal processing and artificial intelligence techniques.
Developments And Applications For Ecg Signal Processing
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Author : Joao Paulo do Vale Madeiro
language : en
Publisher: Academic Press
Release Date : 2018-11-29
Developments And Applications For Ecg Signal Processing written by Joao Paulo do Vale Madeiro and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-29 with Technology & Engineering categories.
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
Practical Applications Of Electrocardiogram
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Author : Umashankar Lakshmanadoss
language : en
Publisher: BoD – Books on Demand
Release Date : 2020-02-26
Practical Applications Of Electrocardiogram written by Umashankar Lakshmanadoss and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-02-26 with Medical categories.
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.
Ultra Low Power Ecg Processing System For Iot Devices
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Author : Temesghen Tekeste Habte
language : en
Publisher: Springer
Release Date : 2018-09-06
Ultra Low Power Ecg Processing System For Iot Devices written by Temesghen Tekeste Habte and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-06 with Technology & Engineering categories.
This book describes an ECG processing architecture that guides biomedical SoC developers, from theory to implementation and testing. The authors provide complete coverage of the digital circuit implementation of an ultra-low power biomedical SoC, comprised of a detailed description of an ECG processor implemented and fabricated on chip. Coverage also includes the challenges and tradeoffs of designing ECG processors. Describes digital circuit architecture for implementing ECG processing algorithms on chip; Includes coverage of signal processing techniques for ECG processing; Features ultra-low power circuit design techniques; Enables design of ECG processing architectures and their respective on-chip implementation.
Intelligent Pervasive Computing Systems For Smarter Healthcare
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Author : Arun Kumar Sangaiah
language : en
Publisher: John Wiley & Sons
Release Date : 2019-09-04
Intelligent Pervasive Computing Systems For Smarter Healthcare written by Arun Kumar Sangaiah and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-04 with Computers categories.
A guide to intelligent decision and pervasive computing paradigms for healthcare analytics systems with a focus on the use of bio-sensors Intelligent Pervasive Computing Systems for Smarter Healthcare describes the innovations in healthcare made possible by computing through bio-sensors. The pervasive computing paradigm offers tremendous advantages in diversified areas of healthcare research and technology. The authors—noted experts in the field—provide the state-of-the-art intelligence paradigm that enables optimization of medical assessment for a healthy, authentic, safer, and more productive environment. Today’s computers are integrated through bio-sensors and generate a huge amount of information that can enhance our ability to process enormous bio-informatics data that can be transformed into meaningful medical knowledge and help with diagnosis, monitoring and tracking health issues, clinical decision making, early detection of infectious disease prevention, and rapid analysis of health hazards. The text examines a wealth of topics such as the design and development of pervasive healthcare technologies, data modeling and information management, wearable biosensors and their systems, and more. This important resource: Explores the recent trends and developments in computing through bio-sensors and its technological applications Contains a review of biosensors and sensor systems and networks for mobile health monitoring Offers an opportunity for readers to examine the concepts and future outlook of intelligence on healthcare systems incorporating biosensor applications Includes information on privacy and security issues on wireless body area network for remote healthcare monitoring Written for scientists and application developers and professionals in related fields, Intelligent Pervasive Computing Systems for Smarter Healthcare is a guide to the most recent developments in intelligent computer systems that are applicable to the healthcare industry.
Smart Systems Engineering
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Author : Cihan H. Dagli
language : en
Publisher: American Society of Mechanical Engineers
Release Date : 2007
Smart Systems Engineering written by Cihan H. Dagli and has been published by American Society of Mechanical Engineers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Computers categories.
Genome Sequencing Technology And Algorithms
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Author : Sun Kim
language : en
Publisher: Artech House Publishers
Release Date : 2008
Genome Sequencing Technology And Algorithms written by Sun Kim and has been published by Artech House Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Computers categories.
The 2003 completion of the Human Genome Project was just one step in the evolution of DNA sequencing. This trailblazing work gives researchers unparalleled access to state-of-the-art DNA sequencing technologies, new algorithmic sequence assembly techniques, and emerging methods for both resequencing and genome analysis.
Biological Database Modeling
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Author : Jake Chen
language : en
Publisher: Artech House Publishers
Release Date : 2008
Biological Database Modeling written by Jake Chen and has been published by Artech House Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Computers categories.
This cutting-edge, resource helps professionals and researchers master the next generation of biological database modeling techniques. The book shows how to representing complex biological concepts and their evolving data structures. This highly accessible volume presents innovative biological databases modeling concepts, methods, and software tools that are integrated with case studies in genomics, functional genomics, proteomics, and drug discovery projects. Breaking new ground at the intersection of high-throughput biology, bioinformatics, and data management, this essential resource offers comprehensive coverage of: Public Biological Databases for -Omics Studies in Medicine; Modeling Biomedical Data; Fundamentals of Gene Ontology; Protein Ontology; Information Quality Management Challenges for High-Throughput Data; Data Management for Fungal Genomics; Microarray Data Management; Data Management in Expression-Based Proteomics; Model-Driven Drug Discovery; Information Management and Interaction in High-Throughput Screening for Drug Discovery.
Matching Pursuit And Unification In Eeg Analysis
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Author : Piotr Durka
language : en
Publisher: Artech House Publishers
Release Date : 2007
Matching Pursuit And Unification In Eeg Analysis written by Piotr Durka and has been published by Artech House Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Medical categories.
Bridging the gap from visual analysis of EEGs to signal processing techniques, this guide provides engineers, researchers, and clinicians with an innovative, clear methodology for biomedical signal analysis. It covers various applications in sleep, ERD/ERS, pharmaco-EEG, and epilepsy research and includes a Web link with downloadable free software.
Intelligent Systems Modeling And Decision Support In Bioengineering
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Author : Mahdi Mahfouf
language : en
Publisher: Artech House Publishers
Release Date : 2006
Intelligent Systems Modeling And Decision Support In Bioengineering written by Mahdi Mahfouf and has been published by Artech House Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Computers categories.
Intelligent systems try to achieve, through the use of computers, flexible learning and adaptive activity like that found in the human brain. For the first time, this groundbreaking resource provides a detailed understanding of the analysis, design, and application of new intelligent systems in the biomedical industry.