Machine Learning with Health Care Perspective
Machine Learning and Healthcare
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Beschreibung
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.
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.
Provides a unique compendium of current and emerging machine learning paradigms for healthcare informatics Reflects the diversity, complexity, and the depth and breadth of this multi-disciplinary area Offers a guided tour of machine learning algorithms, architecture design, and applications of learning in healthcare challenges Presents a variety of techniques designed to represent, enhance, and empower multi-disciplinary and multi-institutional machine learning research in healthcare informatics
Autor*in
Vishal Jain
Themen in »Machine Learning with Health Care Perspective«
Healthcare Learning Healthcare Machine Learning Deep Learning in Healthcare Natural Language Processing in Healthcare Artificial Intelligence in Healthcare