Machine Learning and AI for Healthcare - Big Data for Improved Health Outcomes (Paperback, 1st ed.)

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. What You'll Learn Gain a deeper understanding of key machine learning algorithms and their use and implementation within wider healthcare Implement machine learning systems, such as speech recognition and enhanced deep learning/AI Select learning methods/algorithms and tuning for use in healthcare Recognize and prepare for the future of artificial intelligence in healthcare through best practices, feedback loops and intelligent agents Who This Book Is For Health care professionals interested in how machine learning can be used to develop health intelligence - with the aim of improving patient health, population health and facilitating significant care-payer cost savings.

General

Imprint:	Apress
Country of origin:	United States
Release date:	February 2019
First published:	2019
Authors:	Arjun Panesar
Dimensions:	235 x 155 x 19mm (L x W x T)
Format:	Paperback
Pages:	368
Edition:	1st ed.
ISBN-13:	978-1-4842-3798-4
Categories:	Books > Computing & IT > Computer programming > General Books > Medicine > General issues > Medical equipment & techniques > General Books > Computing & IT > Applications of computing > Databases > General Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
LSN:	1-4842-3798-6
Barcode:	9781484237984

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