This comprehensive review delves into the growing influence of artificial intelligence (AI) in enhancing evidence-based medical decision support. Experts have executed a detailed search of relevant literature to analyze the impact of AI-powered tools in various clinical cases. The review highlights significant findings, among others the ability of