The healthcare field is on the cusp of a radical transformation, driven by the unprecedented capabilities of artificial intelligence (AI) and machine Artificial Intelligence (AI) in healthcare learning (ML). These tools are revolutionizing how we treat diseases, enhancing patient care, and streamlin