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Machine learning in healthcare informatics. (English) Zbl 1331.92005

Intelligent Systems Reference Library 56. Berlin: Springer (ISBN 978-3-642-40016-2/hbk; 978-3-642-40017-9/ebook). xii, 332 p. (2014).
Publisher’s description: The book is a unique effort to represent a variety of techniques designed to represent, enhance, and empower multi-disciplinary and multi-institutional machine learning research in healthcare informatics. The book provides a unique compendium of current and emerging machine learning paradigms for healthcare informatics and reflects the diversity, complexity and the depth and breath of this multi-disciplinary area. The integrated, panoramic view of data and machine learning techniques can provide an opportunity for novel clinical insights and discoveries.
The articles of this volume will not be indexed individually.

MSC:

92-02 Research exposition (monographs, survey articles) pertaining to biology
92C55 Biomedical imaging and signal processing
92C50 Medical applications (general)
92B20 Neural networks for/in biological studies, artificial life and related topics
68T05 Learning and adaptive systems in artificial intelligence
00B15 Collections of articles of miscellaneous specific interest
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