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Biomedical Signal Analysis Contemporary Methods and Applications

ISBN-10: 0262013282

ISBN-13: 9780262013284

Edition: 2010

Authors: Fabian J. Theis, Anke Meyer-B�se, F. Theis, Anke Meyer-Base

List price: $13.75
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Book details

List price: $13.75
Copyright year: 2010
Publisher: MIT Press
Publication date: 3/26/2010
Binding: Hardcover
Pages: 420
Size: 6.00" wide x 9.00" long x 0.75" tall
Weight: 1.540
Language: English

Fabian J. Theis is head of Computational Modeling in Biology at the Institute of Bioinformatics at the German Research Center for Environmental Health (GSF), Neuherberg, Germany.

Anke Meyer-B�se is Associate Professor in the Department of Scientific Computing at Florida State University. She is the author of Pattern Recognition in Medical Imaging.

Preface
Methods
Foundations of Medical Imaging and Signal Recording
Spectral Transformations
Information Theory and Principal Component Analysis
Independent Component Analysis and Blind Source Separation
Dependent Component Analysis
Pattern Recognition Techniques
Fuzzy Clustering and Genetic Algorithms
Applications
Exploratory Data Analysis Methods for fMRI
Low-frequency Functional Connectivity in fMRI
Classification of Dynamic Breast MR Image Data
Dynamic Cerebral Contrast-enhanced Perfusion MRI
Skin Lesion Classification
Microscopic Slice Image Processing and Automatic Labeling
NMR Water Artifact Removal
References
Index