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Machine Learning with Health Care Perspective

Machine Learning and Healthcare
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Description

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.
Release date NZ
March 10th, 2021
Audience
  • Professional & Vocational
Contributors
  • Edited by Jyotir Moy Chatterjee
  • Edited by Vishal Jain
Edition
1st ed. 2020
Illustrations
117 Illustrations, color; 70 Illustrations, black and white; X, 415 p. 187 illus., 117 illus. in color.
Pages
415
ISBN-13
9783030408527
Product ID
34639835

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