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Machine Learning with Health Care Perspective: Machine Learning and Healthcare: 13 (Learning and Analytics in Intelligent Systems, 13) - Softcover

Book 12 of 29: Learning and Analytics in Intelligent Systems
 
9783030408527: Machine Learning with Health Care Perspective: Machine Learning and Healthcare: 13 (Learning and Analytics in Intelligent Systems, 13)

Synopsis

This unique book introduces a variety of techniques designed to represent, enhance and empower multi-disciplinary and multi-institutional machine learning research in healthcare informatics. Providing a unique compendium of current and emerging machine learning paradigms for healthcare informatics, it reflects the diversity, complexity, and the depth and breadth of this multi-disciplinary area. Further, it describes techniques for applying machine learning within organizations and explains how to evaluate the efficacy, suitability, and efficiency of such applications. Featuring illustrative case studies, including how chronic disease is being redefined through patient-led data learning, the book offers a guided tour of machine learning algorithms, architecture design, and applications of learning in healthcare challenges.


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From the Back Cover

This unique book introduces a variety of techniques designed to represent, enhance and empower multi-disciplinary and multi-institutional machine learning research in healthcare informatics. Providing a unique compendium of current and emerging machine learning paradigms for healthcare informatics, it reflects the diversity, complexity, and the depth and breadth of this multi-disciplinary area. Further, it describes techniques for applying machine learning within organizations and explains how to evaluate the efficacy, suitability, and efficiency of such applications. Featuring illustrative case studies, including how chronic disease is being redefined through patient-led data learning, the book offers a guided tour of machine learning algorithms, architecture design, and applications of learning in healthcare challenges.


"About this title" may belong to another edition of this title.

Other Popular Editions of the Same Title

9783030408497: Machine Learning with Health Care Perspective: Machine Learning and Healthcare: 13 (Learning and Analytics in Intelligent Systems, 13)

Featured Edition

ISBN 10:  3030408493 ISBN 13:  9783030408497
Publisher: Springer, 2020
Hardcover