Characterization of Task-Free/Task-Performance Brain States. - Xin Zhang 151; Lei Guo 002; Xiang Li 001; Dajiang Zhu; Kaiming Li; Zhenqiang Sun; Changfeng Jin; Xintao Hu; Junwei Han 001; Qun Zhao; Lingjiang Li; Tianming Liu 001 (MICCAI (2), 2012)

Sparse Representation of Group-Wise FMRI Signals. - Jinglei Lv; Xiang Li 001; Dajiang Zhu; Xi Jiang 001; Xin Zhang 151; Xintao Hu; Tuo Zhang; Lei Guo 002; Tianming Liu 001 (MICCAI (3), 2013)

Group-Wise FMRI Activation Detection on Corresponding Cortical Landmarks. - Jinglei Lv; Dajiang Zhu; Xintao Hu; Xin Zhang 151; Tuo Zhang; Junwei Han 001; Lei Guo 002; Tianming Liu 001 (MICCAI (2), 2013)

Characterization of task-free and task-performance brain states via functional connectome patterns. - Xin Zhang 151; Lei Guo 002; Xiang Li 001; Tuo Zhang; Dajiang Zhu; Kaiming Li; Hanbo Chen; Jinglei Lv; Changfeng Jin; Qun Zhao; Lingjiang Li; Tianming Liu 001 (Medical Image Anal., 2013)

Group-wise sparse representation of brain states reveal network abnormalities in mild traumatic brain injury. - Jinglei Lv; Armin Iraji; Hanbo Chen; Fangfei Ge; Lei Guo 002; Xin Zhang 151; Zhifeng Kou; Tianming Liu 001 (ISBI, 2016)

Exploring Brain Hemodynamic Response Patterns via Deep Recurrent Autoencoder. - Shijie Zhao 001; Yan Cui 005; Yaowu Chen; Xin Zhang 151; Wei Zhang 090; Huan Liu 006; Junwei Han 001; Lei Guo 002; Li Xie; Tianming Liu 001 (MBIA/MFCA@MICCAI, 2019)

Task fMRI Guided Fiber Clustering via a Deep Clustering Method. - Huan Wang; Qinglin Dong; Ning Qiang; Xin Zhang 151; Tianming Liu 001; Bao Ge (ISBI, 2020)

Improved Multi-task SCCA for Brain Imaging Genetics via Joint Consideration of the Diagnosis, Parameter Decomposition and Network Constraints. - Xin Zhang 151; Yipeng Hao; Jin Zhang 023; Shihong Zou; Songyun Xie; Lei Du 001 (BIBM, 2021)

Multi-head Attention-Based Masked Sequence Model for Mapping Functional Brain Networks. - Mengshen He; Xiangyu Hou; Zhenwei Wang; Zili Kang; Xin Zhang 151; Ning Qiang; Bao Ge (MICCAI (1), 2022)

Evaluating Large Language Models for Radiology Natural Language Processing. - Zhengliang Liu; Tianyang Zhong; Yiwei Li 002; Yutong Zhang 019; Yi Pan 001; Zihao Zhao 002; Peixin Dong; Chao Cao; Yuxiao Liu; Peng Shu; Yaonai Wei; Zihao Wu 001; et al. (CoRR, 2023)

ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data. - Tianyang Zhong; Wei Zhao 040; Yutong Zhang 019; Yi Pan 001; Peixin Dong; Zuowei Jiang; Xiaoyan Kui; Youlan Shang; Li Yang; Yaonai Wei; Longtao Yang; Hao Chen 011; et al. (CoRR, 2023)

Holistic Evaluation of GPT-4V for Biomedical Imaging. - Zhengliang Liu; Hanqi Jiang; Tianyang Zhong; Zihao Wu 001; Chong Ma; Yiwei Li 002; Xiaowei Yu 001; Yutong Zhang 019; Yi Pan 001; Peng Shu; Yanjun Lyu; Lu Zhang 050; et al. (CoRR, 2023)

A multi-task SCCA method for brain imaging genetics and its application in neurodegenerative diseases. - Xin Zhang 151; Yipeng Hao; Jin Zhang 023; Yanuo Ji; Shihong Zou; Shijie Zhao 001; Songyun Xie; Lei Du 001 (Comput. Methods Programs Biomed., 2023)

Potential of Multimodal Large Language Models for Data Mining of Medical Images and Free-text Reports. - Yutong Zhang 019; Yi Pan 001; Tianyang Zhong; Peixin Dong; Kangni Xie; Yuxiao Liu; Hanqi Jiang; Zhengliang Liu; Shijie Zhao 001; Tuo Zhang; Xi Jiang 001; Dinggang Shen; et al. (CoRR, 2024)

A Comprehensive Review of Multimodal Large Language Models: Performance and Challenges Across Different Tasks. - Jiaqi Wang 010; Hanqi Jiang; Yiheng Liu; Chong Ma; Xu Zhang; Yi Pan 001; Mengyuan Liu; Peiran Gu; Sichen Xia; Wenjun Li 001; Yutong Zhang 019; Zihao Wu 001; et al. (CoRR, 2024)

Evaluation of OpenAI o1: Opportunities and Challenges of AGI. - Tianyang Zhong; Zhengliang Liu; Yi Pan 001; Yutong Zhang 019; Yifan Zhou; Shizhe Liang; Zihao Wu 001; Yanjun Lyu; Peng Shu; Xiaowei Yu 001; Chao Cao; Hanqi Jiang; et al. (CoRR, 2024)

Legal Evalutions and Challenges of Large Language Models. - Jiaqi Wang 010; Huan Zhao; Zhenyuan Yang; Peng Shu; Junhao Chen; Haobo Sun; Ruixi Liang; Shixin Li; Pengcheng Shi; Ma Longjun; Zongjia Liu; Zhengliang Liu; et al. (CoRR, 2024)

Understanding LLMs: A comprehensive overview from training to inference. - Yiheng Liu; Hao He; Tianle Han; Xu Zhang; Mengyuan Liu; Jiaming Tian; Yutong Zhang 019; Jiaqi Wang 010; Xiaohui Gao; Tianyang Zhong; Yi Pan 001; Shaochen Xu; et al. (Neurocomputing, 2025)

ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Impression Generation on Multi-Institution and Multi-System Data. - Tianyang Zhong; Wei Zhao 040; Yutong Zhang 019; Yi Pan 001; Peixin Dong; Zuowei Jiang; Hanqi Jiang; Yifan Zhou; Xiaoyan Kui; Youlan Shang; Lin Zhao 004; Li Yang; et al. (IEEE Trans. Biomed. Eng., 2026)