Fine-tuned lightweight language models for structured extraction of liver cancer imaging free-text report: a comparative analysis with existing large language models
用于肝癌影像自由文本报告结构化提取的微调轻量级语言模型：与现有大型语言模型的比较分析
期刊:BMC Medical Imaging
影响因子:3.2
doi:10.1186/s12880-026-02351-x
Luo, Yang-Di; Sun, Yong; Tang, Shi-Le; Shen, Lu-Jun; Zou, Xuxiazi; Zou, Hong-Liang; Shen, Hua-Lin; Yang, Tong-Tong; Wu, Jia-Yun; Lu, Rong-Yu; Li, Chao-Feng; Huang, Jin-Hua; Cai, Jing; Jiang, Yi-Quan; Ren, Ge
