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Artificial intelligence and machine learning in healthcare

Contributor(s):

Material type: Text

TextPublication details: Springer Singapore 2021Description: xv, 228 pISBN:

9789811608131

Subject(s):

DDC classification:

610.28563 SAX

Summary: 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. (https://link.springer.com/book/10.1007/978-981-16-0811-7#about-this-book)

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Holdings
Item type	Current library	Collection	Call number	Copy number	Status	Date due	Barcode
Book	Indian Institute of Management LRC General Stacks	Public Policy & General Management	610.28563 SAX (Browse shelf(Opens below))	1	Available		005510

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Previous	610.285 SIT Electronic health records	610.285 SNE Leading healthcare IT: managing to succeed	610.285 VOL Health informatics: multidisciplinary approaches for current and future professionals	610.28563 SAX Artificial intelligence and machine learning in healthcare	610.289 KNA Leading reliable healthcare	610.6909 LEE Careers in healthcare and beyond: tools, resources, and questions to prepare you for what's next	610.696 GOO Meaningful healthcare experience design: improving care for all generations	Next

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.

(https://link.springer.com/book/10.1007/978-981-16-0811-7#about-this-book)

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