Gang Liu, Xiaotian Tang, Jinlong He, Pengfei Li, Zhaolin Chen, Shenjun Zhong. "PeFoMed: Parameter efficient fine-tuning of multimodal large language models for medical CXR." Scientific Reports (2026). https://doi.org/10.1038/s41598-026-47871-2