Machine Learning with Health Care Perspective

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171,19 

Machine Learning and Healthcare, Learning and Analytics in Intelligent Systems 13

ISBN: 3030408493
ISBN 13: 9783030408497
Herausgeber: Vishal Jain/Jyotir Moy Chatterjee
Verlag: Springer Verlag GmbH
Umfang: x, 415 S., 70 s/w Illustr., 117 farbige Illustr., 415 p. 187 illus., 117 illus. in color.
Erscheinungsdatum: 10.03.2020
Auflage: 1/2020
Produktform: Gebunden/Hardback
Einband: Gebunden

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.

Artikelnummer: 8498082 Kategorie:

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Springer Verlag GmbH
Tiergartenstr. 17
69121 Heidelberg
DE

E-Mail: juergen.hartmann@springer.com

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