"AI-Based Solutions for Optimizing Hospital Resource Allocation and Patient Flow Management"

"rtificial Intelligence (AI) has emerged as a transformative force in modern healthcare, especially in the domain of medical diagnosis. With advancements in machine learning, deep learning, and clinical decision support systems, AI-driven diagnostic tools are increasingly capable of analyzing complex medical data with speed, scale, and precision. This paper surveys key applications of AI in medical imaging, predictive diagnostics, and decision support, and discusses ongoing challenges such as bias, explainability, regulation, and ethical deployment. Recent evidence suggests that responsible integration of AI can significantly enhance diagnostic accuracy and operational efficiency while complementing clinical expertise. Index Terms\u2014 Artificial Intelligence, Medical Diagnosis, Machine Learning, Healthcare Analytics, Clinical Decision Support, Explainable AI."