The modern healthcare landscape is undergoing a profound transformation, driven by the convergence of artificial intelligence, advanced medical devices, sophisticated software, high-resolution imaging, and evolving regulatory frameworks. Among these, generative AI stands out as a particularly powerful force, already reshaping areas such as research and development, commercial operations, and supply chain logistics[1][4][5]. Traditional models for…