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 address the ever-growing complexity and quantity of medical data. Researchers are now exploring novel frontiers in MIR, aiming to design systems tha