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E-book
Author Panesar, Arjun, author

Title Machine learning and AI for healthcare : big data for improved health outcomes / Arjun Panesar
Published [California] : Apress, [2019]
New York, NY : Distributed to the Book trade worldwide by Springer Science+Business Media New York, [2019]
©2019

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Description 1 online resource (1 volume) : illustrations
Contents Chapter 1: What is Artificial Intelligence -- Chapter 2: Data -- Chapter 3: What is Machine learning? -- Chapter 4: Machine learning in healthcare -- Chapter 5: Evaluating learning for intelligence -- Chapter 6: Ethics of intelligence -- Chapter 7: The future of healthcare -- Chapter 8: Case studies
Summary Explore the theory and practical applications of artificial intelligence (AI) and machine learning in healthcare. This book offers a guided tour of machine learning algorithms, architecture design, and applications of learning in healthcare and big data challenges. You?ll discover the ethical implications of healthcare data analytics and the future of AI in population and patient health optimization. You?ll also create a machine learning model, evaluate performance and operationalize its outcomes within your organization. Machine Learning and AI for Healthcare provides techniques on how to apply machine learning within your organization and evaluate the efficacy, suitability, and efficiency of AI applications. These are illustrated through leading case studies, including how chronic disease is being redefined through patient-led data learning and the Internet of Things
Bibliography Includes bibliographical references
Notes Online resource; title from cover (Safari, viewed March 19, 2019)
Subject Medical care -- Data processing
Machine learning.
Artificial intelligence.
Artificial Intelligence -- trends
Delivery of Health Care -- trends
Machine Learning -- trends
Big Data
Artificial Intelligence
Machine Learning
artificial intelligence.
HEALTH & FITNESS -- Holism.
HEALTH & FITNESS -- Reference.
MEDICAL -- Alternative Medicine.
MEDICAL -- Atlases.
MEDICAL -- Essays.
MEDICAL -- Family & General Practice.
MEDICAL -- Holistic Medicine.
MEDICAL -- Osteopathy.
Artificial intelligence
Machine learning
Medical care -- Data processing
Form Electronic book
Other Titles Machine learning and artificial intelligence for healthcare