The rapid evolution of artificial intelligence (AI) is disrupting healthcare, offering unprecedented opportunities to enhance clinical practice. Particularly, AI-powered medical decision support systems are emerging as potent tools for clinicians, providing data-driven insights to guide diagnoses, treatment planning, and patient monitoring. These i