Biomedical Signal Analysis: Contemporary Methods and Applications (The MIT Press)
Language: English
Published by MIT Press 01/r /23 A, 2010
- Hardcover
- Used
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- Title
- Biomedical Signal Analysis: Contemporary Methods and Applications (The MIT Press)
- Author
- Fabian Theis, A Meyer?base
- Publisher
- MIT Press 01/r /23 A
- Publication year
- 2010
- Condition
- Very Good
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 0262013282
- ISBN 13
- 9780262013284
A comprehensive introduction to innovative methods in the field of biomedical signal analysis, covering both theory and practice.
Biomedical signal analysis has become one of the most important visualization and interpretation methods in biology and medicine. Many new and powerful instruments for detecting, storing, transmitting, analyzing, and displaying images have been developed in recent years, allowing scientists and physicians to obtain quantitative measurements to support scientific hypotheses and medical diagnoses. This book offers an overview of a range of proven and new methods, discussing both theoretical and practical aspects of biomedical signal analysis and interpretation.After an introduction to the topic and a survey of several processing and imaging techniques, the book describes a broad range of methods, including continuous and discrete Fourier transforms, independent component analysis (ICA), dependent component analysis, neural networks, and fuzzy logic methods. The book then discusses applications of these theoretical tools to practical problems in everyday biosignal processing, considering such subjects as exploratory data analysis and low-frequency connectivity analysis in fMRI, MRI signal processing including lesion detection in breast MRI, dynamic cerebral contrast-enhanced perfusion MRI, skin lesion classification, and microscopic slice image processing and automatic labeling. Biomedical Signal Analysis can be used as a text or professional reference. Part I, on methods, forms a self-contained text, with exercises and other learning aids, for upper-level undergraduate or graduate-level students. Researchers or graduate students in systems biology, genomic signal processing, and computer-assisted radiology will find both parts I and II (on applications) a valuable handbook.
"Synopsis" may belong to another edition of this title.
About the Author
Anke Meyer-Bäse is Associate Professor in the Department of Scientific Computing at Florida State University. She is the author of Pattern Recognition in Medical Imaging.
"About the title" may belong to another edition of this title.
Bahamut Media
Reading, United Kingdom
AbeBooks seller since August 15, 2012
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