Machine Learning with Health Care Perspective - Machine Learning and Healthcare (Paperback, 1st ed. 2020)

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.

General

Imprint:	Springer Nature Switzerland AG
Country of origin:	Switzerland
Series:	Learning and Analytics in Intelligent Systems, 13
Release date:	March 2021
First published:	2020
Editors:	Vishal Jain • Jyotirmoy Chatterjee
Dimensions:	235 x 155mm (L x W)
Format:	Paperback
Pages:	415
Edition:	1st ed. 2020
ISBN-13:	978-3-03-040852-7
Categories:	Books > Medicine > Nursing & ancillary services > Biomedical engineering > General Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
LSN:	3-03-040852-3
Barcode:	9783030408527

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