This thorough review delves into the promising capabilities of artificial intelligence (AI) in optimizing evidence-based medical decision support. Scientists have performed a rigorous search of relevant literature to analyze the impact of AI-powered tools in various clinical scenarios. The review highlights crucial findings, such as the capability