Machine Learning and Artificial Intelligence in Healthcare Systems: Tools and Techniques

Machine Learning and Artificial Intelligence in Healthcare Systems: Tools and Techniques (Artificial Intelligence in Smart Healthcare Systems) 1st Edition
by Tawseef Ayoub Shaikh (Editor), Saqib Hakak (Editor), Tabasum Rasool (Editor), Mohammed Wasid (Editor)
Publisher Finelybook 出版社: CRC Press; 1st edition (February 5, 2023)
Language 语言: English
Paperback: 350 pages
ISBN-10: 1032208325
ISBN-13: 9781032208329
Book Description
This book provides applications of machine learning in healthcare systems and seeks to close the gap between engineering and medicine by combining design and problem-solving skills of engineering with health sciences to advance healthcare treatment.
Machine Learning and Artificial Intelligence in Healthcare Systems: Tools and Techniques discusses AI-based smart paradigms for reliable prediction of infectious disease dynamics which can help or prevent disease transmission. It highlights the different aspects of using extended reality for diverse healthcare applications and aggregates the current state of research. The book offers intelligent models of the smart recommender system for personal well-being services and computer-aided drug discovery and design methods. Case studies illustrating the business processes that underline the use of big data and health analytics to improve healthcare delivery are center stage. Innovative techniques used for extracting user social behavior known as sentiment analysis for healthcare-related purposes round out the diverse array of topics this reference book covers.
Contributions from experts in the field, this book is useful to healthcare professionals, researchers, and students of industrial engineering, systems engineering, biomedical, computer science, electronics, and communications engineering.