This thorough review delves into the potential of artificial intelligence (AI) in optimizing evidence-based medical decision support. Researchers have performed medical research AI a meticulous search of relevant literature to analyze the efficacy of AI-powered tools in various clinical scenarios. The review highlights crucial findings, among other