LEVERAGING MACHINE LEARNING FOR PREDICTIVE ANALYTICS IN PATIENT CARE MANAGEMENT
Author(s): VEERAVARAPRASAD PINDI
Publication #: 2407067
Date of Publication: 03.01.2016
Country: India
Pages: 1-8
Published In: Volume 2 Issue 1 January-2016
DOI: https://doi.org/https://doi.org/10.5281/zenodo.12805343
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.
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