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UniStain: A unified and organ-aware virtual H&E staining framework for label-free autofluorescence images 期刊论文
ARTIFICIAL INTELLIGENCE IN MEDICINE, 2026, 卷号: 173, 页码: 10
作者:  Shi, Lulin;  Hou, Xingzhong;  Lai, James K. W.;  Wong, Ivy H. M.;  Huang, Bingxin;  Hui, Athena L. Y.;  Chan, Ronald C. K.;  Wong, Terence T. W.
收藏  |  浏览/下载:2/0  |  提交时间:2026/05/25
Deep learning  Parameter-efficient fine-tuning  Pre-trained diffusion model  Virtual staining  
A framework for Chinese event semantic constraint predicates and their generation using PEFT LLM and RAG 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2025, 页码: 26
作者:  Huang, Qiaojuan;  Wang, Shi;  He, Qing;  Cao, Cungen
收藏  |  浏览/下载:20/0  |  提交时间:2025/12/03
Event semantic analysis  Head-tail event semantic constraint predicates  Large language models  Parameter-efficient fine-tuning  Retrieval-augmented generation