The field of medical information retrieval (MIR) has progressed significantly since the advent of systems like MedSearch. While these traditional approaches have proven valuable, they often struggle to cope with the ever-growing complexity and magnitude of medical data. Researchers are now exploring novel frontiers in MIR, aiming to create systems