Conference PaperParameter-Efficient VLMs for Gastrointestinal Endoscopy: Medical Image Generation and Clinical Visual Question AnsweringEjiga_Peter, Ojonugwa Oluwafemi [Morgan State University,Computer Science Department,Baltimore,USA]; Akor_Ejiga, Frederick [International Organization for Migration (IOM),Geneva,Switzerland]; Khalifa, Fahmi [Morgan State University,Electrical & Computer Engineering Department,Baltimore,USA]; Rahman, Md Mahmudur [Morgan State University,Computer Science Department,Baltimore,USA]Not AvailableIEEE2025-10-26106719951 to 7https://doi.org/10.1109/BHI67747.2025.112695322131207National Science Foundation