Crafting Good Views of Medical Images for Contrastive Learning via Expert-level Visual Attention. - Sheng Wang 014; Zihao Zhao 002; Lichi Zhang; Dinggang Shen; Qian Wang 001 (Gaze Meets ML, 2023)

ChatCAD: Interactive Computer-Aided Diagnosis on Medical Image using Large Language Models. - Sheng Wang 014; Zihao Zhao 002; Xi Ouyang; Qian Wang 001; Dinggang Shen (CoRR, 2023)

DoctorGLM: Fine-tuning your Chinese Doctor is not a Herculean Task. - Honglin Xiong; Sheng Wang 014; Yitao Zhu; Zihao Zhao 002; Yuxiao Liu; Linlin Huang; Qian Wang 001; Dinggang Shen (CoRR, 2023)

ChatCAD+: Towards a Universal and Reliable Interactive CAD using LLMs. - Zihao Zhao 002; Sheng Wang 014; Jinchen Gu; Yitao Zhu; Lanzhuju Mei; Zixu Zhuang; Zhiming Cui; Qian Wang 001; Dinggang Shen (CoRR, 2023)

Evaluating Large Language Models for Radiology Natural Language Processing. - Zhengliang Liu; Tianyang Zhong; Yiwei Li 002; Yutong Zhang; Yi Pan 001; Zihao Zhao 002; Peixin Dong; Chao Cao; Yuxiao Liu; Peng Shu; Yaonai Wei; Zihao Wu 001; et al. (CoRR, 2023)

MeLo: Low-rank Adaptation is Better than Fine-tuning for Medical Image Diagnosis. - Yitao Zhu; Zhenrong Shen 001; Zihao Zhao 002; Sheng Wang 014; Xin Wang 125; Xiangyu Zhao 003; Dinggang Shen; Qian Wang 001 (CoRR, 2023)

CLIP in Medical Imaging: A Comprehensive Survey. - Zihao Zhao 002; Yuxiao Liu; Han Wu 007; Yonghao Li; Sheng Wang 014; Lin Teng; Disheng Liu; Zhiming Cui; Qian Wang 001; Dinggang Shen (CoRR, 2023)

Mining Gaze for Contrastive Learning toward Computer-Assisted Diagnosis. - Zihao Zhao 002; Sheng Wang 014; Qian Wang 001; Dinggang Shen (AAAI, 2024)

MeLo: Low-Rank Adaptation is Better than Fine-Tuning for Medical Image Diagnosis. - Yitao Zhu; Zhenrong Shen 001; Zihao Zhao 002; Sheng Wang 014; Xin Wang 045; Xiangyu Zhao 003; Dinggang Shen; Qian Wang 001 (ISBI, 2024)

Gaze-DETR: Using Expert Gaze to Reduce False Positives in Vulvovaginal Candidiasis Screening. - Yan Kong; Sheng Wang 014; Jiangdong Cai; Zihao Zhao 002; Zhenrong Shen 001; Yonghao Li; Manman Fei; Qian Wang 001 (MICCAI (4), 2024)

Knowledge-Guided Prompt Learning for Lifespan Brain MR Image Segmentation. - Lin Teng; Zihao Zhao 002; Jiawei Huang; Zehong Cao; Runqi Meng; Feng Shi 001; Dinggang Shen (MICCAI (2), 2024)

ChatCAD+: Toward a Universal and Reliable Interactive CAD Using LLMs. - Zihao Zhao 002; Sheng Wang 014; Jinchen Gu; Yitao Zhu; Lanzhuju Mei; Zixu Zhuang; Zhiming Cui; Qian Wang 001; Dinggang Shen (IEEE Trans. Medical Imaging, 2024)

Taming Masked Image Modeling for Chest X-ray Diagnosis by Incorporating Clinical Visual Priors. - Zihao Zhao 002; Mei Wang; Zhiming Cui; Sheng Wang 014; Qian Zhou; Li Fan; Qian Wang 001; Dinggang Shen (IPMI (2), 2025)

DeepIH: A deep learning-based near-patient system for treatment recommendation in infantile hemangiomas. - Mengjie Xu; Zihao Zhao 002; Lanzhuju Mei; Sheng Wang 014; Xiaoxi Lin; Shih-Jen Chang; Qian Wang 001; Yajing Qiu; Dinggang Shen (Biomed. Signal Process. Control., 2025)

Learning better contrastive view from radiologist's gaze. - Sheng Wang 014; Zihao Zhao 002; Zixu Zhuang; Xi Ouyang; Lichi Zhang; Zheren Li; Chong Ma; Tianming Liu 001; Dinggang Shen; Qian Wang 001 (Pattern Recognit., 2025)

Med-LEGO: Editing and Adapting toward Generalist Medical Image Diagnosis. - Yitao Zhu; Yuan Yin; Jiaming Li; Mengjie Xu; Zihao Zhao 002; Honglin Xiong; Sheng Wang 014; Qian Wang 001 (CoRR, 2025)

UniCAD: Efficient and Extendable Architecture for Multi-Task Computer-Aided Diagnosis System. - Yitao Zhu; Yuan Yin; Zhenrong Shen 001; Zihao Zhao 002; Haiyu Song; Sheng Wang 014; Dinggang Shen; Qian Wang 001 (CoRR, 2025)