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

Buch 12 von 29: Learning and Analytics in Intelligent Systems

Jain

 
9783030408497: Machine Learning with Health Care Perspective: Machine Learning and Healthcare (Learning and Analytics in Intelligent Systems, 13, Band 13)
Hardcover
ISBN 10: 3030408493 ISBN 13: 9783030408497
Verlag: Springer, 2020

Inhaltsangabe

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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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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Verlag
Springer
Erscheinungsdatum
2020
Sprache
Englisch
ISBN 10 
3030408493
ISBN 13 
9783030408497
Einband
Gebundene Ausgabe
Auflage
1
Anzahl der Seiten
428
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