Overview
The first systematic and comprehensive book on computational pulse signal analysis and its medical applications
Covers all aspects of pulse signal analysis, including acquisition, preprocessing, feature extraction, classification and typical applications
Provides an interdisciplinary reference for researchers and professionals in computer science and medical research
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Table of contents (17 chapters)
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Front Matter
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Background
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Front Matter
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Pulse Signal Acquisition
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Front Matter
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Keywords
About this book
This book describes the latest advances in pulse signal analysis and their applications in classification and diagnosis. First, it provides a comprehensive introduction to useful techniques for pulse signal acquisition based on different kinds of pulse sensors together with the optimized acquisition scheme. It then presents a number of preprocessing and feature extraction methods, as well as case studies of the classification methods used. Lastly it discusses some promising directions for the future study and clinical applications of pulse signal analysis. The book is a valuable resource for researchers, professionals and postgraduate students working in the field of pulse diagnosis, signal processing, pattern recognition and biometrics. It is also useful for those involved in interdisciplinary research.
Authors and Affiliations
About the authors
Wangmeng Zuo is currently a professor at the School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China. His research interests include discriminative learning, deep learning, image modeling and low-level vision, and biometrics. Dr. Zuo has published more than 50 papers in leading academic journals and at top-tier conferences. Dr. Zuo is an associate editor of the IET Biometrics, guest editor of Neurocomputing, Pattern Recognition, IEEE Transactions on Circuits and Systems for Video Technology, and IEEE Transactions on Neural Networks and Learning Systems. He has co-authored a book on medical biometrics and another book on biometrics. He is a senior member of IEEE.
Peng Wang is currently a lecturer at the School of Science, Northeast Agricultural University, Harbin, China. He received his B.S. degree in Information and Computing Science from Harbin Normal University, Harbin, China, in 2007, and the M.S. degree in Computer Science from the Harbin Institute of Technology, Harbin in 2009. From September 2009 to December 2009, he was a research assistant at the Department of Computing, Hong Kong Polytechnic University. His research interests include computerized medical diagnosis, pattern recognition, machine learning, and biometrics. Dr. Wang has published more than 20 papers in leading academic journals and conferences.Â
Bibliographic Information
Book Title: Computational Pulse Signal Analysis
Authors: David Zhang, Wangmeng Zuo, Peng Wang
DOI: https://doi.org/10.1007/978-981-10-4044-3
Publisher: Springer Singapore
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Singapore Pte Ltd. 2018
Hardcover ISBN: 978-981-10-4043-6Published: 06 October 2018
Softcover ISBN: 978-981-13-3835-9Published: 15 January 2019
eBook ISBN: 978-981-10-4044-3Published: 14 September 2018
Edition Number: 1
Number of Pages: XIV, 328
Number of Illustrations: 44 b/w illustrations, 110 illustrations in colour
Topics: Pattern Recognition, Signal, Image and Speech Processing, Health Informatics