MedSearch has revolutionized clinical information retrieval, providing researchers and clinicians with a valuable tool. However, the landscape of medical knowledge is constantly evolving, demanding innovative approaches to keep pace. Novel technologies are pushing the boundaries of what's possible in medical retrieval, opening up exciting new front