ENGLISH

Artificial Intelligence and Machine Learning in Healthcare

By Ankur Saxena (editor) , Shivani Chandra (editor)

Book information

Publisher
Springer
Year
2021
ISBN
9811608105, 9789811608100
Language
english
Format
EPUB
Filesize
37 MB (38984967 bytes)
Edition
1st ed. 2021
Pages
243\0
Time added
2021-12-22 14:21:43

Description

This book reviews the application of artificial intelligence and machine learning in healthcare.  It discusses integrating the principles of computer science, life science, and statistics incorporated into statistical models using existing data, discovering patterns in data to extract the information, and predicting the changes and diseases based on this data and models. The initial chapters of the book cover the practical applications of artificial intelligence for disease prognosis & management. Further, the role of artificial intelligence and machine learning is discussed with reference to specific diseases like diabetes mellitus, cancer, mycobacterium tuberculosis, and Covid-19.  The chapters provide working examples on how different types of healthcare data can be used to develop models and predict diseases using machine learning and artificial intelligence.  The book also touches upon precision medicine, personalized medicine, and transfer learning, with the real examples.  Further, it also discusses the use of machine learning and artificial intelligence for visualization, prediction, detection, and diagnosis of Covid -19. This book is a valuable source of information for programmers, healthcare professionals, and researchers interested in understanding the applications of artificial intelligence and machine learning in healthcare.

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