Ecg Acquisition And Automated Remote Processing

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ECG Acquisition and Automated Remote Processing

Author : Rajarshi Gupta
Publisher : Springer Science & Business Media
ISBN 13 : 8132215575
Total Pages : 145 pages
Book Rating : 4.1/5 (322 download)

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Book Synopsis ECG Acquisition and Automated Remote Processing by : Rajarshi Gupta

Download or read book ECG Acquisition and Automated Remote Processing written by Rajarshi Gupta and published by Springer Science & Business Media. This book was released on 2013-09-11 with total page 145 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book is focused on the area of remote processing of ECG in the context of telecardiology, an emerging area in the field of Biomedical Engineering Application. Considering the poor infrastructure and inadequate numbers of physicians in rural healthcare clinics in India and other developing nations, telemedicine services assume special importance. Telecardiology, a specialized area of telemedicine, is taken up in this book considering the importance of cardiac diseases, which is prevalent in the population under discussion. The main focus of this book is to discuss different aspects of ECG acquisition, its remote transmission and computerized ECG signal analysis for feature extraction. It also discusses ECG compression and application of standalone embedded systems, to develop a cost effective solution of a telecardiology system.

Chemometric Monitoring

Author : Madhusree Kundu
Publisher : CRC Press
ISBN 13 : 1498780083
Total Pages : 359 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Chemometric Monitoring by : Madhusree Kundu

Download or read book Chemometric Monitoring written by Madhusree Kundu and published by CRC Press. This book was released on 2017-10-10 with total page 359 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data collection, compression, storage, and interpretation have become mature technologies over the years. Extraction of meaningful information from the process historical database seems to be a natural and logical choice. In view of this, the proposed book aims to apply the data driven knowledge base in ensuring safe process operation through timely detection of process abnormal and normal operating conditions, assuring product quality and analyzing biomedical signal leading to diagnostic tools. The book poses an open invitation for an interface which is required henceforth, in practical implementation of the propositions and possibilities referred in the book. It poses a challenge to the researchers in academia towards the development of more sophisticated algorithms. The proposed book also incites applications in diversified areas. Key Features: Presents discussion of several modern and popular chemometric techniques Introduces specific illustrative industrial applications using the chemometric techniques Demonstrates several applications to beverage quality monitoring Provides all the algorithms developed for the automated device design, data files, sources for biomedical signals and their pre-processing steps, and all the process models requited to simulate process normal/faulty data Includes casestudy-based approach to the topics with MATLAB and SIMULINK source codes

Computational Science and Engineering

Author : Arpan Deyasi
Publisher : CRC Press
ISBN 13 : 1498784615
Total Pages : 355 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Computational Science and Engineering by : Arpan Deyasi

Download or read book Computational Science and Engineering written by Arpan Deyasi and published by CRC Press. This book was released on 2016-12-19 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational Science and Engineering contains peer-reviewed research presented at the International Conference on Computational Science and Engineering (RCC Institute of Information Technology, Kolkata, India, 4-6 October 2016). The contributions cover a wide range of topics: - electronic devices - photonics - electromagnetics - soft computing - artificial intelligence - modern communication systems Focussing on strong theoretical and methodological approaches and applications, Computational Science and Engineering will be of interest to academia and professionals involved or interested in the above mentioned domains.

Pattern and Data Analysis in Healthcare Settings

Author : Tiwari, Vivek
Publisher : IGI Global
ISBN 13 : 1522505377
Total Pages : 358 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Pattern and Data Analysis in Healthcare Settings by : Tiwari, Vivek

Download or read book Pattern and Data Analysis in Healthcare Settings written by Tiwari, Vivek and published by IGI Global. This book was released on 2016-07-22 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: Business and medical professionals rely on large data sets to identify trends or other knowledge that can be gleaned from the collection of it. New technologies concentrate on data’s management, but do not facilitate users’ extraction of meaningful outcomes. Pattern and Data Analysis in Healthcare Settings investigates the approaches to shift computing from analysis on-demand to knowledge on-demand. By providing innovative tactics to apply data and pattern analysis, these practices are optimized into pragmatic sources of knowledge for healthcare professionals. This publication is an exhaustive source for policy makers, developers, business professionals, healthcare providers, and graduate students concerned with data retrieval and analysis.

Telemedicine and Electronic Medicine

Author : Halit Eren
Publisher : CRC Press
ISBN 13 : 1482236591
Total Pages : 706 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Telemedicine and Electronic Medicine by : Halit Eren

Download or read book Telemedicine and Electronic Medicine written by Halit Eren and published by CRC Press. This book was released on 2018-10-08 with total page 706 pages. Available in PDF, EPUB and Kindle. Book excerpt: The E-Medicine, E-Health, M-Health, Telemedicine, and Telehealth Handbook provides extensive coverage of modern telecommunication in the medical industry, from sensors on and within the body to electronic medical records and beyond. Telemedicine and Electronic Medicine is the first volume of this handbook. Featuring chapters written by leading experts and researchers in their respective fields, this volume: Describes the integration of—and interactions between—modern eMedicine, telemedicine, eHealth, and telehealth practices Explains how medical information flows through wireless technologies and networks, emphasizing fast-deploying wireless body area networks Presents the latest developments in sensors, devices, and implantables, from medical sensors for mobile communication devices to drug-delivery systems Illustrates practical telemedicine applications in telecardiology, teleradiology, teledermatology, teleaudiology, teleoncology, acute care telemedicine, and more The E-Medicine, E-Health, M-Health, Telemedicine, and Telehealth Handbook bridges the gap between scientists, engineers, and medical professionals by creating synergy in the related fields of biomedical engineering, information and communication technology, business, and healthcare.

ECG Signal Processing, Classification and Interpretation

Author : Adam Gacek
Publisher : Springer Science & Business Media
ISBN 13 : 0857298682
Total Pages : 283 pages
Book Rating : 4.8/5 (572 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 283 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.

Advanced Interfacing Techniques for Sensors

Author : Boby George
Publisher : Springer
ISBN 13 : 3319553690
Total Pages : 314 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Advanced Interfacing Techniques for Sensors by : Boby George

Download or read book Advanced Interfacing Techniques for Sensors written by Boby George and published by Springer. This book was released on 2017-04-03 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents ways of interfacing sensors to the digital world, and discusses the marriage between sensor systems and the IoT: the opportunities and challenges. As sensor output is often affected by noise and interference, the book presents effective schemes for recovering the data from a signal that is buried in noise. It also explores interesting applications in the area of health care, un-obstructive monitoring and the electronic nose and tongue. It is a valuable resource for engineers and scientists in the area of sensors and interfacing wanting to update their knowledge of the latest developments in the field and learn more about sensing applications and challenges.

Health Monitoring Systems

Author : Rajarshi Gupta
Publisher : CRC Press
ISBN 13 : 1498775837
Total Pages : 337 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Health Monitoring Systems by : Rajarshi Gupta

Download or read book Health Monitoring Systems written by Rajarshi Gupta and published by CRC Press. This book was released on 2019-11-21 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: Remote health monitoring using wearable sensors is an important research area involving several key steps: physiological parameter sensing and data acquisition, data analysis, data security, data transmission to caregivers, and clinical intervention, all of which play a significant role to form a closed loop system. Subject-specific behavioral and clinical traits, coupled with individual physiological differences, necessitate a personalized healthcare delivery model for around-the-clock monitoring within the home environment. Cardiovascular disease monitoring is an illustrative application domain where research has been instrumental in enabling a personalized closed-loop monitoring system, which has been showcased in this book. Health Monitoring Systems: An Enabling Technology for Patient Care provides a holistic overview of state-of-the-art monitoring systems facilitated by Internet of Things (IoT) technology. The book lists out the details on biomedical signal acquisition, processing, and data security, the fundamental building blocks towards an ambulatory health monitoring infrastructure. The fundamentals have been complimented with other relevant topics including applications which provide an in-depth view on remote health monitoring systems. Key Features: Presents examples of state-of-the-art health monitoring systems using IoT infrastructure Covers the full spectrum of physiological sensing, data acquisition, processing, and data security Provides relevant example applications demonstrating the benefits of technological advancements aiding disease prognosis This book serves as a beginner’s guide for engineering students of electrical and computer science, practicing engineers, researchers, and scientists who are interested in having an overview of pervasive health monitoring systems using body-worn sensors operating outside the hospital environment. It could also be recommended as a reference for a graduate or master’s level course on biomedical instrumentation and signal processing.

Proceedings of International Conference on Advanced Computing Applications

Author : Jyotsna Kumar Mandal
Publisher : Springer Nature
ISBN 13 : 9811652074
Total Pages : 837 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Proceedings of International Conference on Advanced Computing Applications by : Jyotsna Kumar Mandal

Download or read book Proceedings of International Conference on Advanced Computing Applications written by Jyotsna Kumar Mandal and published by Springer Nature. This book was released on 2021-11-23 with total page 837 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers selected high-quality research papers presented at the 2nd International Conference on Advanced Computing Applications (ICACA 2021), held virtually during 27––28 March 2021. The book is divided into four sections. These are communication and computing, signal processing and multimedia, computational intelligence and data analytics and decision computing. The topics covered are advanced communication technologies, IoT-based systems and applications, network security and reliability, virtualization technologies, compressed sensors and multimedia applications, signal image and video processing, machine learning, pattern recognitions, intelligent computing, big data analytics, analytics in bio-computing, AI-driven 6G mobile wireless networks and autonomous driving.

Bioinformatics and Biomedical Engineering

Author : Ignacio Rojas
Publisher : Springer
ISBN 13 : 3319787594
Total Pages : 495 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Bioinformatics and Biomedical Engineering by : Ignacio Rojas

Download or read book Bioinformatics and Biomedical Engineering written by Ignacio Rojas and published by Springer. This book was released on 2018-04-19 with total page 495 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two volume set LNBI 10813 and LNBI 10814 constitutes the proceedings of the 6th International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2018, held in Granada, Spain, in April 2018.The 88 regular papers presented were carefully reviewed and selected from 273 submissions. The scope of the conference spans the following areas: bioinformatics for healthcare and diseases; bioinformatics tools to integrate omics dataset and address biological question; challenges and advances in measurement and self-parametrization of complex biological systems; computational genomics; computational proteomics; computational systems for modelling biological processes; drug delivery system design aided by mathematical modelling and experiments; generation, management and biological insights from big data; high-throughput bioinformatic tools for medical genomics; next generation sequencing and sequence analysis; interpretable models in biomedicine and bioinformatics; little-big data. Reducing the complexity and facing uncertainty of highly underdetermined phenotype prediction problems; biomedical engineering; biomedical image analysis; biomedical signal analysis; challenges in smart and wearable sensor design for mobile health; and healthcare and diseases.

Fundamentals of Telemedicine and Telehealth

Author : Shashi Gogia
Publisher : Academic Press
ISBN 13 : 012814310X
Total Pages : 400 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Fundamentals of Telemedicine and Telehealth by : Shashi Gogia

Download or read book Fundamentals of Telemedicine and Telehealth written by Shashi Gogia and published by Academic Press. This book was released on 2019-10-27 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fundamentals of Telemedicine and Telehealth provides an overview on the use of information and communication technologies (ICTs) to solve health problems, especially for people living in remote and underserviced areas. With the advent of new technologies and improvement of internet connectivity, telehealth has become a new subject requiring a new understanding of IT devices and how to utilize them to fulfill health needs. The book discusses topics such as digitizing patient information, technology requirements, existing resources, planning for telehealth projects, and primary care and specialized applications. Additionally, it discusses the use of telemedicine for patient empowerment and telecare in remote locations. Authored by IMIA Telehealth working group, this book is a valuable source for graduate students, healthcare workers, researchers and clinicians interested in using telehealth as part of their practice or research. Presents components of healthcare that can be benefitted from remote access and when to rely on them Explains the current technologies and tools and how to put them to effective use in daily healthcare Provides legal provisions for telehealth implementation, discussing the risks of remote healthcare provision and cross border care

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.

High Performance and Power Efficient Electrocardiogram Detectors

Author : Ashish Kumar
Publisher : Springer Nature
ISBN 13 : 9811953031
Total Pages : 206 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis High Performance and Power Efficient Electrocardiogram Detectors by : Ashish Kumar

Download or read book High Performance and Power Efficient Electrocardiogram Detectors written by Ashish Kumar and published by Springer Nature. This book was released on 2022-10-10 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book details the characteristics of an ECG signal through the functionality and electrical activity of the human heart. This book provides a basic introduction and needs for developing implantable cardiac pacemaker systems. This book provides comprehensive details on ECG signal processing techniques that are useful for fast and accurate diagnosis of cardiovascular diseases. The book discusses the characteristics and parameters of a typical ECG signal and various noises that can corrupt an ECG signal. It also covers various challenges involved in different stages of signal acquisition, preprocessing, and detection of an ECG signal. The book also presents a detailed survey of various ECG signal detection and data compression techniques. The book contains detailed information on ECG signals and various noises that corrupt an ECG signal. It also includes de-noising techniques, ECG peak detection techniques, and ECG data compression techniques. It also includes step-by-step details to design various filters in MATLAB. This book, through detailed explanations, provides the reader with necessary information on ECG signal, ECG signal acquisition process, noise removal techniques, and the detection of ECG peaks.

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.

Advances in Automation, Signal Processing, Instrumentation, and Control

Author : Venkata Lakshmi Narayana Komanapalli
Publisher : Springer Nature
ISBN 13 : 9811582211
Total Pages : 3212 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Advances in Automation, Signal Processing, Instrumentation, and Control by : Venkata Lakshmi Narayana Komanapalli

Download or read book Advances in Automation, Signal Processing, Instrumentation, and Control written by Venkata Lakshmi Narayana Komanapalli and published by Springer Nature. This book was released on 2021-03-04 with total page 3212 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the select proceedings of the International Conference on Automation, Signal Processing, Instrumentation and Control (i-CASIC) 2020. The book mainly focuses on emerging technologies in electrical systems, IoT-based instrumentation, advanced industrial automation, and advanced image and signal processing. It also includes studies on the analysis, design and implementation of instrumentation systems, and high-accuracy and energy-efficient controllers. The contents of this book will be useful for beginners, researchers as well as professionals interested in instrumentation and control, and other allied fields.

ECG Monitoring System for Detection of Arrhythmias and Minimization of Storage Requirements Using Compression Techniques

Author : Tatiparti Padma
Publisher : GRIN Verlag
ISBN 13 : 3346640035
Total Pages : 174 pages
Book Rating : 4.3/5 (466 download)

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Book Synopsis ECG Monitoring System for Detection of Arrhythmias and Minimization of Storage Requirements Using Compression Techniques by : Tatiparti Padma

Download or read book ECG Monitoring System for Detection of Arrhythmias and Minimization of Storage Requirements Using Compression Techniques written by Tatiparti Padma and published by GRIN Verlag. This book was released on 2022-05-06 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt: Doctoral Thesis / Dissertation from the year 2014 in the subject Medicine - Biomedical Engineering, grade: A, , course: PhD, language: English, abstract: The main purpose of the present work is to design and implement a prototype ECG system with wireless links for continuous monitoring of the subject for cardiac related problems. The ECG signal acquired from subject is filtered, digitized, and compressed for wireless communication. The proposed system can be extended, upon interfacing with other devices, for continuous monitoring of other vital parameters of the patient. In automation of the ECG signal analysis, the workload of the medical professionals can be reduced. The automated system provides an alert when critical changes are detected by the system. Concisely stated, ECG of the patient is continuously monitored and deviations from normalcy are detected in real-time. The changes in the ECG could be due to heart attack, fibrillation or arrhythmias. In case of emergency, data is transmitted to a medical practitioner, who in turn can provide necessary directions to take care of the situation. In this manner, as the problems can be detected as and when they occur, the remedial actions are initiated before the problems become serious. The complete ECG diagnostic system includes a low power Instrumentation amplifier, filters, ADC, Microcontroller and ZIGBEE modules. MATLAB / LABVIEW are used for signal analysis and classification. These environments are capable of not only collecting, recording, transmitting, and displaying ECG data on a real time basis but also for analyzing the acquired ECG data in order to detect the cardiac abnormalities. The MIT-BIH database signals were used for validation and evaluation of classification algorithms. In order to reduce the memory requirements for storing the acquired ECG signals, ECG data was compressed. Discrete Cosine Transform (DCT) technique was applied for ECG data compression. Here DCT showed good performance with a Compression Ratio (CR) of 82-90.43% and Percent Root Mean Difference (PRD) of 7.9-0.93. Linear Vector Quantization method (LVQ) is used for identifying the abnormalities associated with the ECG signal. After training the LVQ process with a reasonable number of samples, the algorithm is used for classifying ECG signals. The techniques used in the present work for ECG signal compression and classification gave better results compared to those found in the literature.

Image and Signal Processing for Networked E-health Applications

Author : Ilias G. Maglogiannis
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1598290363
Total Pages : 109 pages
Book Rating : 4.5/5 (982 download)

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Book Synopsis Image and Signal Processing for Networked E-health Applications by : Ilias G. Maglogiannis

Download or read book Image and Signal Processing for Networked E-health Applications written by Ilias G. Maglogiannis and published by Morgan & Claypool Publishers. This book was released on 2006 with total page 109 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation E-Health applications facilitate the exchange of information between clinicians or between institutions, reducing costs, extending the scope and reach of medical facilities, enhancing the quality of service offered on- and off-site, and provides new means of medical supervision and preemptive medicine. Currently, the integration of medical networking and medical information systems is treated as an obvious need; standalone medical networking environments are no longer a reality and the term "telemedicine" is in practice used interchangeably with e-Health. This book provides an overview of the field of Networked e-health applications and telemedicine and its supporting technologies. Chapters focus on signals, signal processing, electroencephalogram (EEG) and the Electrocardiogram (ECG or EKG), medical imaging, as well as a look at medical signal processing and classification from the point of view of urgent medical support, where not every possible type of medical equipment is readily available. Also covered is the encoding for transmission of medical data. Compression is of central importance, as is loss of information and ways to minimize it. The final section of the book addresses the design, implementation, and operation of e-Health systems.