AI technologies are rapidly transforming the medical field, offering novel avenues for enhancing clinical decision making. This review delves into the burgeoning landscape of evidence-based AI in medicine, examining its potential in diagnosing patient data and assisting clinicians in arriving at more accurate and timely judgements. Through a cri