Items related to Machine Learning with Health Care Perspective: Machine...

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

Book 12 of 29: Learning and Analytics in Intelligent Systems
 
9783030408497: Machine Learning with Health Care Perspective: Machine Learning and Healthcare: 13 (Learning and Analytics in Intelligent Systems, 13)
Hardcover
ISBN 10: 3030408493 ISBN 13: 9783030408497
Publisher: Springer, 2020

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.


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

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.

Publisher
Springer
Publication date
2020
Language
English
ISBN 10 
3030408493
ISBN 13 
9783030408497
Binding
Hardcover
Edition number
1
Number of pages
425
Editor
Jain Vishal, Chatterjee Jyotir Moy