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Book Neural Network Detection of Ventricular Late Potentials in ECG Signals Using Wavelet Transform Extracted Parameters

Download or read book Neural Network Detection of Ventricular Late Potentials in ECG Signals Using Wavelet Transform Extracted Parameters written by and published by . This book was released on 2001 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: After recovery from acute myocardial infarction (MI), a significant number of patients remain at risk of sudden death, which is attributed to ventricular tachycardia (VT). Ventricular Late Potentials (VLPs) are associated with VT. VLPs are low amplitude high frequency signals that appear at the end of the QRS complex of an ECG recording. In this work, discrete Wavelet Transform (DWT) and Artificial Neural Networks (ANN) are applied in the analysis of ECG signals in order to identify VLPs, Results of this analysis are used to classify patients with and without VLPs in their ECGs. DWT were computed for a total of (38) different ECG records flint included control signals and signals for patients with VT. A set of parameters were extracted from WT and used as inputs to neural networks for the classification. Multilayer feedforward ANNs employing the back-propagation (BP) learning algorithm were trained and tested using the WT extracted parameters.

Book Ventricular Late Potential Detection from the High Resolution Electrocardiogram

Download or read book Ventricular Late Potential Detection from the High Resolution Electrocardiogram written by Cameron A. Speirs and published by . This book was released on 1995 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book Time frequency and Wavelet Analysis of the Beat by beat High Resolution Electrocardiogram

Download or read book Time frequency and Wavelet Analysis of the Beat by beat High Resolution Electrocardiogram written by Arnaldo M. G. Batista and published by . This book was released on 1995 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

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

Download or read book 11th Mediterranean Conference on Medical and Biological Engineering and Computing 2007 written by Tomaz Jarm and published by Springer Science & Business Media. This book was released on 2007-10-24 with total page 1183 pages. Available in PDF, EPUB and Kindle. Book excerpt: Biomedical engineering brings together bright minds from diverse disciplines, ranging from engineering, physics, and computer science to biology and medicine. This book contains the proceedings of the 11th Mediterranean Conference on Medical and Biological Engineering and Computing, MEDICON 2007, held in Ljubljana, Slovenia, June 2007. It features relevant, up-to-date research in the area.

Book Proceedings of the Eleventh National Conference on Communications

Download or read book Proceedings of the Eleventh National Conference on Communications written by and published by Allied Publishers. This book was released on 2005 with total page 720 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book Advances in Noninvasive Electrocardiographic Monitoring Techniques

Download or read book Advances in Noninvasive Electrocardiographic Monitoring Techniques written by H.-H. Osterhues and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 526 pages. Available in PDF, EPUB and Kindle. Book excerpt: Noninvasive electrocardiographic monitoring is a fundamental part of cardiology. Depending on continuous improvements and developments of new technologies, these methods are essential for diagnosis and risk stratification of patients. The rapid changes in the capabilities, technologies and diagnostic values of the different methods force us to update our knowledge continuously. This book offers a comprehensive overview of the current state and future developments in the field of noninvasive electrocardiographic monitoring techniques. In addition, related fields such as magnetocardiography, newer signal detection and analysis techniques as well as ambulatory blood pressure monitoring are reported. The different methods are discussed with regard to methodological aspects, latest technical developments and clinical value of results. Furthermore, review articles focus on the autonomic nervous system, monitoring of ischemic heart disease, quality control and standardization of monitoring techniques. A group of international experts in science and clinical practice have contributed to this book, which is supported by the International Society for Holter and Noninvasive Electrocardiography (ISHNE). The book is addressed to clinical and academic cardiologists as well as scientists.

Book Biosignal Processing

    Book Details:
  • Author : Hualou Liang
  • Publisher : CRC Press
  • Release : 2012-10-17
  • ISBN : 1439871434
  • Pages : 221 pages

Download or read book Biosignal Processing written by Hualou Liang and published by CRC Press. This book was released on 2012-10-17 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the rise of advanced computerized data collection systems, monitoring devices, and instrumentation technologies, large and complex datasets accrue as an inevitable part of biomedical enterprise. The availability of these massive amounts of data offers unprecedented opportunities to advance our understanding of underlying biological and physiological functions, structures, and dynamics. Biosignal Processing: Principles and Practices provides state-of-the-art coverage of contemporary methods in biosignal processing with an emphasis on brain signal analysis. After introducing the fundamentals, it presents emerging methods for brain signal processing, focusing on specific non-invasive imaging techniques such as electroencephalography (EEG), magnetoencephalography (MEG), magnetic resonance imaging (MRI), and functional near-infrared spectroscopy (fNIR). In addition, the book presents recent advances, reflecting the evolution of biosignal processing. As biomedical datasets grow larger and more complicated, the development and use of signal processing methods to analyze and interpret these data has become a matter of course. This book is one step in the development of biosignal analysis and is designed to stimulate new ideas and opportunities in the development of cutting-edge computational methods for biosignal processing.

Book Advances in Computer Science for Engineering and Education III

Download or read book Advances in Computer Science for Engineering and Education III written by Zhengbing Hu and published by Springer Nature. This book was released on 2020-08-05 with total page 689 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprises high-quality refereed research papers presented at the Third International Conference on Computer Science, Engineering and Education Applications (ICCSEEA2020), held in Kyiv, Ukraine, on 21–22 January 2020, organized jointly by National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”, National Aviation University, and the International Research Association of Modern Education and Computer Science. The topics discussed in the book include state-of-the-art papers in computer science, artificial intelligence, engineering techniques, genetic coding systems, deep learning with its medical applications, and knowledge representation with its applications in education. It is an excellent source of references for researchers, graduate students, engineers, management practitioners, and undergraduate students interested in computer science and their applications in engineering and education.

Book Advanced Infrastructures for Future Healthcare

Download or read book Advanced Infrastructures for Future Healthcare written by Andy Marsh and published by IOS Press. This book was released on 2000 with total page 570 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applications of Fractal Theory on Medical Data Processing -- Novel Surface Reconstruction Techniques for Visualization of Medical Data -- Automatic Medical Image Registration Schemes using Global Optimization Techniques -- Wavelet Medical Signal Processing -- Multiresolutional Distributed Filtering: A Novel Technique that Reduces the Amount of Data Required in High Resolution Electrocardiography -- Arterial Motion Estimation from Sequences of Images -- Author Index

Book Discrete Wavelet Transforms

Download or read book Discrete Wavelet Transforms written by Hannu Olkkonen and published by BoD – Books on Demand. This book was released on 2011-09-12 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: The discrete wavelet transform (DWT) algorithms have a firm position in processing of signals in several areas of research and industry. As DWT provides both octave-scale frequency and spatial timing of the analyzed signal, it is constantly used to solve and treat more and more advanced problems. The present book: Discrete Wavelet Transforms - Biomedical Applications reviews the recent progress in discrete wavelet transform algorithms and applications. The book reviews the recent progress in DWT algorithms for biomedical applications. The book covers a wide range of architectures (e.g. lifting, shift invariance, multi-scale analysis) for constructing DWTs. The book chapters are organized into four major parts. Part I describes the progress in implementations of the DWT algorithms in biomedical signal analysis. Applications include compression and filtering of biomedical signals, DWT based selection of salient EEG frequency band, shift invariant DWTs for multiscale analysis and DWT assisted heart sound analysis. Part II addresses speech analysis, modeling and understanding of speech and speaker recognition. Part III focuses biosensor applications such as calibration of enzymatic sensors, multiscale analysis of wireless capsule endoscopy recordings, DWT assisted electronic nose analysis and optical fibre sensor analyses. Finally, Part IV describes DWT algorithms for tools in identification and diagnostics: identification based on hand geometry, identification of species groupings, object detection and tracking, DWT signatures and diagnostics for assessment of ICU agitation-sedation controllers and DWT based diagnostics of power transformers.The chapters of the present book consist of both tutorial and highly advanced material. Therefore, the book is intended to be a reference text for graduate students and researchers to obtain state-of-the-art knowledge on specific applications.

Book Proceedings of the 18th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Download or read book Proceedings of the 18th Annual International Conference of the IEEE Engineering in Medicine and Biology Society written by IEEE Engineering in Medicine and Biology Society. Conference and published by . This book was released on 1997 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book Biomedical Signals  Imaging  and Informatics

Download or read book Biomedical Signals Imaging and Informatics written by Joseph D. Bronzino and published by CRC Press. This book was released on 2014-12-16 with total page 1416 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the third volume of The Biomedical Engineering Handbook, Fourth Edition, this book covers broad areas such as biosignal processing, medical imaging, infrared imaging, and medical informatics. More than three dozen specific topics are examined including biomedical signal acquisition, thermographs, infrared cameras, mammography, computed tomography, positron-emission tomography, magnetic resonance imaging, hospital information systems, and computer-based patient records. The material is presented in a systematic manner and has been updated to reflect the latest applications and research findings.

Book Index Medicus

Download or read book Index Medicus written by and published by . This book was released on 2004 with total page 2454 pages. Available in PDF, EPUB and Kindle. Book excerpt: Vols. for 1963- include as pt. 2 of the Jan. issue: Medical subject headings.

Book Noninvasive Electrocardiology

Download or read book Noninvasive Electrocardiology written by Arthur J. Moss and published by W.B. Saunders Company. This book was released on 1996 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: Frontiers in Cardiology is a collection of authoritative state-of-the-art works, keeping the clinical and academic cardiologist in touch with the latest developments in clinical research and practice. Each book in the series covers a topic of major importance and is written from an international perspective, by the leaders in the field. Significant advances have recently been made in the technology and clinical applications of ambulatory monitoring. These developments and clinical studies have made Holter monitoring one of the most important diagnosis and management tools available to cardiologists today. In this timely publication, Arthur Moss and Shlomo Stern have brought together the world's experts in the sciences and practice of the new field of noninvasive electrocardiology. They provide the clinical cardiologist and electrophysiologist with comprehensive and state-of-the-art information on the scientific basis of Holter monitoring, and guidance on how the complexity and challenges of diagnosis and monitoring of diverse cardiological problems can be minimized by effective use of this technology.

Book Cumulated Index Medicus

Download or read book Cumulated Index Medicus written by and published by . This book was released on 2000 with total page 1844 pages. Available in PDF, EPUB and Kindle. Book excerpt: