AI systems are rapidly transforming the medical field, offering novel solutions for enhancing clinical decision making. This review delves into the burgeoning landscape of evidence-based AI in medicine, examining its efficacy in diagnosing patient data and assisting clinicians in making more accurate and timely judgements. Through a critical ana