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Machine Learning with Health Care Perspective: Machine Learning and Healthcare - Couverture souple

Livre 12 sur 29: Learning and Analytics in Intelligent Systems
 
9783030408527: Machine Learning with Health Care Perspective: Machine Learning and Healthcare
Couverture souple
ISBN 10 : 3030408523 ISBN 13 : 9783030408527
Editeur : Springer, 2021

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.


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Éditeur
Springer
Date d'édition
2021
Langue
anglais
ISBN 10 
3030408523
ISBN 13 
9783030408527
Reliure
Broché
Nombre de pages
428
Éditeur
Jain Vishal, Chatterjee Jyotir Moy
Coordonnées du fabricant
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