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.
Vishal Jain & Jyotir Moy Chatterjee
Machine Learning with Health Care Perspective
Machine Learning and Healthcare
Machine Learning with Health Care Perspective
Machine Learning and Healthcare
Langue Anglais ● Format PDF ● Pages 415 ● ISBN 9783030408503 ● Taille du fichier 14.7 MB ● Éditeur Vishal Jain & Jyotir Moy Chatterjee ● Maison d’édition Springer International Publishing ● Lieu Cham ● Pays CH ● Publié 2020 ● Téléchargeable 24 mois ● Devise EUR ● ID 7398842 ● Protection contre la copie DRM sociale