Machine Learning in Healthcare : Fundamentals and Recent Applications / Bikesh Kumar Singh, G.R. Sinha
Publication year: 2022
ISBN: 9780367564421
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Discusses how to build various ML algorithms and how they can be applied to improve healthcare systems. Healthcare applications of AI are innumerable: medical data analysis, early detection and diagnosis of disease, providing objective-based evidence to reduce human errors, curtailing inter- and intra-observer errors, risk identification and interventions for healthcare management, real-time health monitoring, assisting clinicians and patients for selecting appropriate medications, and evaluating drug responses. Extensive demonstrations and discussion on the various principles of machine learning and its application in healthcare is provided, along with solved examples and exercises.
Subject: Artificial intelligence, Machine Learning, Medical care Technological innovations, Medical technology, Robotics in medicine, Bioinformatics, Computation, Healthcare Management, Healthcare Administration, Bioscience, Public Health Policy and Practice, Health and Social Care, Pattern Recognition
