Machine Learning with Health Care Perspective : Machine Learning and Healthcare
2020 ed.
Book Details
Format
Hardback or Cased Book
Book Series
Learning and Analytics in Intelligent Systems
ISBN-10
3030408493
ISBN-13
9783030408497
Edition
2020 ed.
Publisher
Springer Nature Switzerland AG
Imprint
Springer Nature Switzerland AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Mar 10th, 2020
Print length
415 Pages
Product Classification:
Biomedical engineeringBiomedical engineering / Medical engineeringMachine learning
Ksh 25,200.00
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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.
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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