Machine Learning in Healthcare - Data-Driven Decisions, Predictive Modelling, Personalized Medicine

About the author

S. Mallik, USA; S. K. Mathivanan, S.K.B. Sangeetha, S. Srinivasan, India; B. O. Soufiene, Tunisia; A. Li, China.

Summary

This book explores the applications of machine learning techniques in the healthcare industry to optimize decision-making processes. The book delves into the ways in which machine learning can be used to analyze large and complex healthcare data sets, such as electronic health records, medical imaging, and wearable device data, to extract valuable insights and improve patient care.

Product details

• Assisted by: S K B Sangeetha et al (Editor), Sandeep Kumar Mathivanan (Editor), Aimin Li (Editor), Saurav Mallik (Editor), Sandeep Kumar Mathivanan (Editor), S.K.B Sangeetha (Editor), Ben Othman Soufiene (Editor), Saravanan Srinivasan (Editor)
• Publisher: De Gruyter
• Languages: English
• Product format: Hardback
• Release: 15.12.2025
• EAN: 9783111541075
• ISBN: 978-3-11-154107-5
• No. of pages: 520
• Weight: 986 g
• Illustrations: 130 b/w and 108 col. ill., 68 b/w tbl., Tabellen, schwarz-weiss, farbige Illustrationen, schwarz-weiss Illustrationen
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing; Gesundheitswesen, Künstliche Intelligenz, Artificial Intelligence, Healthcare, COMPUTERS / Computer Science, COMPUTERS / Programming / Algorithms, Predictive Analytics, Data-driven decision making, datengestützte Entscheidungsfindung, Prädiktive Analytik, Elektronische Gesundheitsakten, Electronic health records_x000D_