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The development of techniques to analyze biomedical signals, such as electro-cardiograms, has dramatically affected countless lives by making possible improved noninvasive diagnosis, online monitoring of critically ill patients, and rehabilitation and sensory aids for the handicapped. Rangaraj Rangayyan supplies a practical, hands-on field guide to this constantly evolving technology in Biomedical Signal Analysis, focusing on the diagnostic challenges that medical professionals continue to face. Dr. Rangayyan applies a problem-solving approach to his study. Each chapter begins with the statement of a different biomedical signal problem, followed by a selection of real-life case studies and the associated signals. Signal processing, modeling, or analysis techniques are then presented, starting with relatively simple "textbook" methods, followed by more sophisticated research approaches. The chapter concludes with one or more application solutions; illustrations of real-life biomedical signals and their derivatives are included throughout.
Among the topics addressed are:
- Concurrent, coupled, and correlated processes
- Filtering for removal of artifacts
- Event detection and characterization
- Frequency-domain characterization
- Modeling biomedical systems
- Analysis of nonstationary signals
- Pattern classification and diagnostic decision
The chapters also present a number of laboratory exercises, study questions, and problems to facilitate preparation for class examinations and practical applications. Biomedical Signal Analysis provides a definitive resource for upper-level under-graduate and graduate engineering students, as well as for practicing engineers, computer scientists, information technologists, medical physicists, and data processing specialists.
An authoritative assessment of the problems and applications of biomedical signals, rooted in practical case studies
- Sales Rank: #1828575 in Books
- Published on: 2001-12-21
- Original language: English
- Number of items: 1
- Dimensions: 9.29" h x 1.63" w x 6.36" l, 2.10 pounds
- Binding: Hardcover
- 552 pages
Review
"In addition to serving as an excellent text in biomedical signal processing, this book can serve as a great reference source…there is a great need for a book on biomedical signal processing…this easy to follow book fills that need." (Annals of Biomedical Engineering, July 2002)
"This book takes a problem-solving approach to biomedical signal analysis." (IEEE Signal Processing Magazine, Vol. 19, No. 4, July 2002)
From the Back Cover
An authoritative assessment of the problems and applications of biomedical signals, rooted in practical case studies
The development of techniques to analyze biomedical signals, such as electro-cardiograms, has dramatically affected countless lives by making possible improved noninvasive diagnosis, online monitoring of critically ill patients, and rehabilitation and sensory aids for the handicapped. Rangaraj Rangayyan supplies a practical, hands-on field guide to this constantly evolving technology in Biomedical Signal Analysis, focusing on the diagnostic challenges that medical professionals continue to face. Dr. Rangayyan applies a problem-solving approach to his study. Each chapter begins with the statement of a different biomedical signal problem, followed by a selection of real-life case studies and the associated signals. Signal processing, modeling, or analysis techniques are then presented, starting with relatively simple "textbook" methods, followed by more sophisticated research approaches. The chapter concludes with one or more application solutions; illustrations of real-life biomedical signals and their derivatives are included throughout. Among the topics addressed are:
* Concurrent, coupled, and correlated processes
* Filtering for removal of artifacts
* Event detection and characterization
* Frequency-domain characterization
* Modeling biomedical systems
* Analysis of nonstationary signals
* Pattern classification and diagnostic decision
The chapters also present a number of laboratory exercises, study questions, and problems to facilitate preparation for class examinations and practical applications. Biomedical Signal Analysis provides a definitive resource for upper-level under-graduate and graduate engineering students, as well as for practicing engineers, computer scientists, information technologists, medical physicists, and data processing specialists.
About the Author
RANGARAJ M. RANGAYYAN, PhD, is Professor in the Department of Electrical and Computer Engineering at the University of Calgary in Calgary, Alberta, Canada, where he received the 1997 and 2001 Research Excellence Awards and the Killam Resident Fellowship in support of writing this book. He earned his doctorate in electrical engineering from the India Institute of Science in Bangalore, India. He is a Fellow of the IEEE, and was awarded the Third Millennium Medal of the IEEE in 2000.
Most helpful customer reviews
0 of 0 people found the following review helpful.
Recommended
By Asiya
A good book which has many examples of medical signal processing. At the beggining, the common bio-medical signals like ECG, PCG and EMG are defined and discussed. Then, the analysis and filtering techniques of those signals are reviewed with examples. Finally, the classification techniques used for diagnosis are discussed.
0 of 0 people found the following review helpful.
Excellent book for reference
By TriedTestedTruth777
Excellent book for reference. If you want to know about design of filters, and use matlab, this my favorite book. Best of all its easy to read and understand. MSEE, DSP signal conditioning.
0 of 0 people found the following review helpful.
Great book
By Rick
Good coverage of biomedical signals including bio-signal properties, analysis techniques, and some examples. I used it frequently in my masters class and reference it occasionally at work.
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