This thorough review delves into the potential of artificial intelligence (AI) in improving evidence-based medical decision support. Researchers have performed a meticulous search of relevant literature to evaluate the impact of AI-powered tools in various clinical scenarios. The review highlights crucial findings, including the capability of AI to