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Tracking and Preventing Diseases with Artificial Intelligence - 2022 ed.

By: (Edited by) Jerry Chun-Wei Lin , (Edited by) Maulika Patel , (Edited by) Mayuri Mehta , (Edited by) Philippe Fournier-Viger

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Ksh 23,400.00

Format: Paperback / Softback

ISBN-10: 3030767345

ISBN-13: 9783030767341

Edition: 2022 ed.

Series: Intelligent Systems Reference Library

Publisher: Springer Nature Switzerland AG

Imprint: Springer Nature Switzerland AG

Country of Manufacture: GB

Country of Publication: GB

Publication Date: Jul 16th, 2022

Print length: 252 Pages

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This book presents an overview of how machine learning and data mining techniques are used for tracking and preventing diseases. It covers several aspects such as stress level identification of a person from his/her speech, automatic diagnosis of disease from X-ray images, intelligent diagnosis of Glaucoma from clinical eye examination data, prediction of protein-coding genes from big genome data, disease detection through microscopic analysis of blood cells, information retrieval from electronic medical record using named entity recognition approaches, and prediction of drug-target interactions. The book is suitable for computer scientists having a bachelor degree in computer science. The book is an ideal resource as a reference book for teaching a graduate course on AI for Medicine or AI for Health care. Researchers working in the multidisciplinary areas use this book to discover the current developments. Besides itsuse in academia, this book provides enough details about the state-of-the-art algorithms addressing various biomedical domains, so that it could be used by industry practitioners who want to implement AI techniques to analyze the diseases. Medical institutions use this book as reference material and give tutorials to medical experts on how the advanced AI and ML techniques contribute to the diagnosis and prediction of the diseases.

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