LEVERAGING MACHINE LEARNING FOR PREDICTIVE ANALYTICS IN PATIENT CARE MANAGEMENT

Authors

VEERAVARAPRASAD PINDI

Abstract

The application of machine learning (ML) in healthcare has revolutionized patient care management by enabling predictive analytics. This paper explores the various ML models and techniques employed to enhance predictive capabilities in healthcare, focusing on their methodologies, merits, and limitations. By leveraging extensive datasets and advanced algorithms, ML tools can predict patient outcomes, improve diagnostic accuracy, and personalize treatment plans. This study provides a comprehensive review of recent advancements in ML for predictive analytics in patient care management, highlighting the transformative potential and future directions of this technology.

Keywords

Machine learning, predictive analytics, patient care management, healthcare, data analytics.

LEVERAGING MACHINE LEARNING FOR PREDICTIVE ANALYTICS IN PATIENT CARE MANAGEMENT. VEERAVARAPRASAD PINDI. 2016. IJIRCT, Volume 2, Issue 1. Pages 1-8. https://www.ijirct.org/viewPaper.php?paperId=2407067