Advanced Analytics and Machine Learning Algorithms for Healthcare Decision Support Systems

Abstract

Healthcare CDSS uses machine learning and analytics for real-time insights, risk projections, and decision support. The chapter covers CDSS development, deployment, and evaluation using machine learning for early illness prediction and personalised care. NLP analyses unstructured medical data to identify risks and schedule staff efficiently. Data scientists detect abnormalities to prevent healthcare fraud. CDSS machine learning speeds drug discovery with diagnoses, treatments, and insights. CDSS machine learning and analytics improve patient care, personalisation, and outcomes.