Ontology-Guided Query Expansion for Biomedical Document Retrieval using Large Language Models. - Zabir Al Nazi; Vagelis Hristidis; Aaron Lawson McLean; Jannat Ara Meem; Md Taukir Azam Chowdhury (CoRR, 2025)