The healthcare sector is undergoing a transformative phase with the integration of artificial intelligence (AI) into Clinical Decision Support Systems (CDSS). This powerful synergy marks the dawn of a new chapter in medical care where sophisticated AI algorithms enhance the expertise of clinicians.