AI-Driven Predictive Analytics for Smart Healthcare: Enhancing Diagnosis and Treatment

Abstract

Artificial Intelligence (AI) has revolutionized healthcare by enabling predictive analytics for early disease detection and personalized treatment plans. This paper explores how machine learning algorithms analyze patient data, medical histories, and imaging reports to improve diagnostic accuracy. We evaluate various AI models, including deep learning and natural language processing, to demonstrate their effectiveness in predicting diseases such as cancer, diabetes, and cardiovascular disorders. The study also discusses ethical considerations, data privacy concerns, and the future implications of AI-driven healthcare systems.