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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.
Citation
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