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ORCIDXiang Li 0001
Person information
- affiliation: Massachusetts General Hospital, Boston, MA, USA
- affiliation (PhD 2016): University of Georgia, Department of Computer Science and Bioimaging Research Center, Athens, GA, USA
Other persons with the same name
- Xiang Li — disambiguation page
- Xiang Li 0002 — RWTH Aachen, Germany
- Xiang Li 0003
![[0000-0002-0575-2143]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-0575-2143")
— Tencent America, Palo Alto, CA, USA (and 4 more) - Xiang Li 0004 — University of Rostock, Institute of Communications Engineering, Germany
- Xiang Li 0005 — Xi'an Jiaotong University, State Key Laboratory for Manufacturing Systems Engineering, China (and 1 more)
- Xiang Li 0006 — Aberystwyth University, Department of Computer Science, Aberstwyth, UK (and 3 more)
- Xiang Li 0007 — North China Electric Power University, School of Control and Computer Engineering, Beijing, China
- Xiang Li 0008 — Shanghai Jiao Tong University, Key Laboratory of Ministry of Education for Design and Electromagnetic Compatibility of High-Speed Electronics Systems, China
- Xiang Li 0009 — Tsinghua University, Department of Automation, Beijing, China (and 3 more)
- Xiang Li 0010 — Tongji University, Institute of Complex Networks and Intelligent Systems, Shanghai Research Institute for Intelligent Autonomous Systems, Shanghai, China (and 4 more)
- Xiang Li 0011 — Tianjin University, Department of Mechanics, School of Mechanical Engineering, China
- Xiang Li 0012 — University of Western Ontario, Computer Science Department, London, ON, Canada (and 1 more)
- Xiang Li 0013 — Ping An Healthcare Technology, Beijing, China (and 2 more)
- Xiang Li 0014 — National University of Defense Technology, College of Electronic Science and Engineering, Changsha, China
- Xiang Li 0015 — Huazhong University of Science and Technology, State Key Laboratory of Advanced Electromagnetic Engineering and Technology, Wuhan, China
- Xiang Li 0016 — Santa Clara University, Department of Computer Engineering, CA, USA (and 1 more)
- Xiang Li 0017 — Zhejiang University, Department of Computer Science and Technology, Hangzhou, China
- Xiang Li 0018 — Xi'an Jiaotong University, Key Laboratory of Education Ministry for Modern Design and Rotor-Bearing System, China (and 2 more)
- Xiang Li 0019 — AeroLion Technologies Ptd. Ltd. (and 1 more)
- Xiang Li 0020 — Chinese University of Hong Kong
- Xiang Li 0021 — Chinese University of Hong Kong
- Xiang Li 0022 — Shandong Agricultural University, College of Life Sciences, State Key Laboratory of Crop Biology, Taian, China
- Xiang Li 0023 — Hohai University, College of Computer and Information Technology Engineering, Nanjing, China (and 2 more)
- Xiang Li 0024 — Beijing Institute of Technology, School of Information and Electronics, China
- Xiang Li 0025 — Yulin Normal University, School of Electronics and Communication Engineering, China (and 3 more)
- Xiang Li 0026 — China University of Mining and Technology, School of Mechatronic Engineering, Xuzhou, China
- Xiang Li 0027 — Guilin University of Electronic Technology, School of Electronic Engineering and Automation, China (and 1 more)
- Xiang Li 0028 — Nanjing University of Science and Technology, School of Computer Science and Engineering, China (and 1 more)
- Xiang Li 0029 — Queen's University, Department of Chemical Engineering, Kingston, ON, Canada (and 3 more)
- Xiang Li 0030 — Dynex Semiconductor Ltd., Lincoln, UK (and 2 more)
- Xiang Li 0031 — Swansea University, UK
- Xiang Li 0032 — Sun Yat-sen University, School of Information Science and Technology, Guangzhou, China
- Xiang Li 0033 — East China Normal University, School of Geographic Sciences, MOE Key Laboratory of Geographic Information Science, Shanghai, China
- Xiang Li 0034 — Harbin Institute of Technology at Weihai, School of Information Science and Engineering, China
- Xiang Li 0035 — Tsinghua University, Department of Precision Instrument, Engineering Research Center for Navigation Technology, Beijing, China
- Xiang Li 0036 — Nanchang University, Department of Mathematics, China
- Xiang Li 0037 — Tianjin University, College of Electrical Engineering and Automation, China
- Xiang Li 0038 — University of California, Berkeley, CA, USA
- Xiang Li 0039 — Chongqing University, State Key Laboratory of Power Transmission Equipment and System Security, China
- Xiang Li 0040 — Singapore Institute of Manufacturing Technology, Singapore (and 1 more)
- Xiang Li 0041 — Nankai University, College of Computer Science, Tianjin, China (and 3 more)
- Xiang Li 0042 — Wuhan Research Institute of Posts and Telecommunications, State Key Laboratory of Optical Communication Technologies and Networks, Wuhan, China
- Xiang Li 0043 — University of Alabama in Huntsville, Information Technology and Systems Center, Huntsville, AL, USA
- Xiang Li 0044 — Nankai University, College of Economic and Social Development, Tianjin, China
- Xiang Li 0045 — Chinese Academy of Sciences, Institute of Information Engineering, State Key Laboratory of Information Security, Beijing, China (and 1 more)
- Xiang Li 0046 — New York University, Tandon School of Engineering, NY, USA (and 1 more)
- Xiang Li 0047 — Southeast University, National Mobile Communications Research Laboratory, Nanjing, China
- Xiang Li 0048 — Okayama University, Graduate School of Nature Science and Technology, Okayama, Japan
- Xiang Li 0049 — Peking University, Key Laboratory of High Confidence Software Technologies, Beijing, China
- Xiang Li 0050 — Peking University, School of Mathematical Sciences, Beijing, China
- Xiang Li 0051 — Beijing Aerospace Measurement and Control Technology Company, Beijing, China
- Xiang Li 0052 — Shanghai University, School of Communication and Information Engineering, Shanghai, China
- Xiang Li 0053 — Guizhou University, School of Mechanical Engineering, Guiyang, China
- Xiang Li 0054 — Xi'an Research Institute of High Technology, Xi'an, China
- Xiang Li 0055 — Wuhan University, School of Cyber Science and Engineering, Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan, China
- Xiang Li 0056 — University of Science and Technology of China, College of Environmental Science and Optoelectronic Technology, Hefei, China
- Xiang Li 0057 — Beijing Institute of Technology, School of Aerospace Engineering, Beijing, China
- Xiang Li 0058 — Hefei University of Technology, School of Electrical Engineering and Automation, Hefei, China
- Xiang Li 0059 — Northeastern University, College of Information Science and Engineering, Shenyang, China
- Xiang Li 0060 — Chongqing College of Electronic Engineering, School of Artificial Intelligence and Big Data, Chongqing, China
- Xiang Li 0061 — University of Shanghai for Science and Technology, College of Science, Shanghai, China (and 1 more)
- Xiang Li 0062 — Air Force Engineering University, Information and Navigation College, Xi'an, China
- Xiang Li 0063 (aka: Xiang Lisa Li) — Johns Hopkins University, Department of Electrical and Computer Engineering, Baltimore, MD, USA
- Xiang Li 0064 — Qilu University of Technology, Shandong Computer Science Center, Jinan, China (and 1 more)
- Xiang Li 0065 — Peking University, School of Electronics Engineering and Computer Science, Beijing, China
- Xiang Li 0066 — Cambia Health Solutions, Seattle, WA, USA (and 2 more)
- Xiang Li 0067 — East China Normal University, School of Data Science and Engineering, Shanghai Engineering Research Center of Big Data Management, China (and 2 more)
- Xiang Li 0068 — Temple University, Department of Computer and Information Sciences, Philadelphia, PA, USA
- Xiang Li 0069 (aka: Xiang Lorraine Li) — University of Massachusetts, College of Information and Computer Sciences, Amherst, MA, USA (and 2 more)
- Xiang Li 0070 — China University of Geosciences, School of Computer Science, Wuhan, China
- Xiang Li 0071 — IBM T.J. Watson Research Center, Human Language Technology Department, Yorktown Heights, NY, USA (and 1 more)
- Xiang Li 0072 — Peking University, Department of Machine Intelligence, Speech and Hearing Research Center, China
- Xiang Li 0073 — Nankai University, Tianjin Key Laboratory of Intelligent Robotics, China
- Xiang Li 0074 — National University of Defense Technology, College of Liberal Arts and Sciences, Changsha, China
- Xiang Li 0075 — University of Colorado Boulder, University Libraries, CO, USA
- Xiang Li 0076 — Sichuan University, College of Computer Science, Cybersecurity Research Institute, Chengdu, China
- Xiang Li 0077 — Information Engineering University, Zhengzhou, China
- Xiang Li 0078 — Beijing Institute of System Engineering, National Key Laboratory of Science and Technology on Information System Security, China
- Xiang Li 0079 — Harbin Engineering University, College of Underwater Acoustic Engineering, China
- Xiang Li 0080 — Georgia State University, Atlanta, GA, USA
- Xiang Li 0081 — University of Cambridge, Division of Electrical Engineering, UK
- Xiang Li 0082 — North China University of Technology, Image Processing and Pattern Recognition Laboratory, Beijing, China
- Xiang Li 0083 — Beihang University, School of Transportation Science and Engineering, China
- Xiang Li 0084 — Harbin Institute of Technology, School of Astronautics, Department of Control Science and Engineering, China
- Xiang Li 0085 — Polytechnique Montréal, QC, Canada (and 1 more)
- Xiang Li 0086 — Information Engineering University, Institute of Surveying and Mapping, Zhengzhou, China
- Xiang Li 0087 — Beijing Normal University, Faculty of Geographical Science, State Key Laboratory of Earth Surface Processes and Resource Ecology, China
- Xiang Li 0088 — East China Normal University, Software Engineering Institute, Shanghai, China
- Xiang Li 0089 — Henan Polytechnic University, School of Computer Science and Technology, Jiaozuo, China
- Xiang Li 0090 — Shanghai Institute of Technology, School of Computer Science and Information Engineering, China
- Xiang Li 0091 — China Agricultural University, College of Information and Electrical Engineering, Beijing, China
- Xiang Li 0092 — Clemson University, School of Computing, SC, USA
- Xiang Li 0093 — Yellow River Conservancy Technical Institute, Kaifeng, China
- Xiang Li 0094 — Chongqing Normal University, College of Computer and Information Science, China
- Xiang Li 0095 — Medical University of Vienna, Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Austria (and 1 more)
- Xiang Li 0096 — Southern University of Science and Technology, Department of Mechanics and Aerospace Engineering, Shenzhen, China
- Xiang Li 0097 — Harbin Engineering University, College of Mechanical and Electrical Engineering, China
- Xiang Li 0098 — Harbin Engineering University, College of Information and Communication Engineering, Ministry of Industry and Information Technology Key Laboratory of Advanced Marine Communication and Information Technology, China
- Xiang Li 0099 — Huazhong University of Science and Technology, School of Computer Science and Technology, Wuhan, China
- Xiang Li 0100 — University of Pittsburgh Cancer Institute, Department of Radiation Oncology, PA, USA (and 3 more)
- Xiang Li 0101 — University of Cambridge, UK (and 1 more)
- Xiang Li 0102 — OPPO US Research Center, USA (and 1 more)
- Xiang Li 0103 — Nanjing University of Science and Technology, School of Computer Science and Engineering, IMAG Lab, China
- Xiang Li 0104 — Xiaomi AI Lab, Beijing, China (and 1 more)
- Xiang Li 0105 — Tsinghua University, Shenzhen International Graduate School, Shenzhen, China
- Xiang Li 0106 — Carnegie Mellon University, School of Computer Science, Department of Electrical and Computer Engineering, Pittsburgh, PA, USA
- Xiang Li 0107 — Alibaba Group, Hangzhou, China
- Xiang Li 0108 — Nankai University, China (and 1 more)
- Xiang Li 0109 — Stony Brook University, Department of Computer Science, NY, USA
- Xiang Li 0110 — Nanjing University, School of Electronic Science and Engineering China
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2020 – today
- 2024
[j32]Zhennong Chen, Hui Ren, Quanzheng Li, Xiang Li:
Motion correction and super-resolution for multi-slice cardiac magnetic resonance imaging via an end-to-end deep learning approach. Comput. Medical Imaging Graph. 115: 102389 (2024)- [j31]Wenxiong Liao, Zhengliang Liu, Haixing Dai, Zihao Wu, Yiyang Zhang, Xiaoke Huang, Yuzhong Chen, Xi Jiang, David Liu, Dajiang Zhu, Sheng Li, Wei Liu, Tianming Liu, Quanzheng Li, Hongmin Cai, Xiang Li:
Mask-guided BERT for few-shot text classification. Neurocomputing 610: 128576 (2024) - [j30]Zhenxiang Xiao, Yuzhong Chen, Junjie Yao, Lu Zhang, Zhengliang Liu, Zihao Wu, Xiaowei Yu, Yi Pan, Lin Zhao, Chong Ma, Xinyu Liu, Wei Liu, Xiang Li, Yixuan Yuan, Dinggang Shen, Dajiang Zhu, Dezhong Yao, Tianming Liu, Xi Jiang:
Instruction-ViT: Multi-modal prompts for instruction learning in vision transformer. Inf. Fusion 104: 102204 (2024) - [j29]Wenxiong Liao, Zhengliang Liu, Yiyang Zhang, Xiaoke Huang, Ninghao Liu, Tianming Liu, Quanzheng Li, Xiang Li, Hongmin Cai:
Zero-shot relation triplet extraction as Next-Sentence Prediction. Knowl. Based Syst. 304: 112507 (2024) - [j28]Cheng Chen, Juzheng Miao, Dufan Wu, Aoxiao Zhong, Zhiling Yan, Sekeun Kim, Jiang Hu, Zhengliang Liu, Lichao Sun, Xiang Li, Tianming Liu, Pheng-Ann Heng, Quanzheng Li:
MA-SAM: Modality-agnostic SAM adaptation for 3D medical image segmentation. Medical Image Anal. 98: 103310 (2024) - [j27]Hang Yuan, Xiang Li, Benzheng Wei:
Modeling default mode network patterns via a universal spatio-temporal brain attention skip network. NeuroImage 287: 120522 (2024) - [j26]Xia-an Bi, YangJun Huang, Zicheng Yang, Ke Chen, Zhao-Xu Xing, Luyun Xu, Xiang Li, Zhengliang Liu, Tianming Liu:
Structure Mapping Generative Adversarial Network for Multi-View Information Mapping Pattern Mining. IEEE Trans. Pattern Anal. Mach. Intell. 46(4): 2252-2266 (2024) - [j25]Chong Ma, Zihao Wu, Jiaqi Wang, Shaochen Xu, Yaonai Wei, Zhengliang Liu, Fang Zeng, Xi Jiang, Lei Guo, Xiaoyan Cai, Shu Zhang, Tuo Zhang, Dajiang Zhu, Dinggang Shen, Tianming Liu, Xiang Li:
An Iterative Optimizing Framework for Radiology Report Summarization With ChatGPT. IEEE Trans. Artif. Intell. 5(8): 4163-4175 (2024) - [j24]Xiang Li, Jian Wang, Haifeng Wei, Jinyu Cong, Hongfu Sun, Pingping Wang, Benzheng Wei:
MH2AFormer: An Efficient Multiscale Hierarchical Hybrid Attention With a Transformer for Bladder Wall and Tumor Segmentation. IEEE J. Biomed. Health Informatics 28(8): 4772-4784 (2024) - [j23]Xia-An Bi, Zicheng Yang, YangJun Huang, Zhao-Xu Xing, Luyun Xu, Zihao Wu, Zhengliang Liu, Xiang Li, Tianming Liu:
CE-GAN: Community Evolutionary Generative Adversarial Network for Alzheimer's Disease Risk Prediction. IEEE Trans. Medical Imaging 43(11): 3663-3675 (2024) - [c79]Wenting Chen, Linlin Shen, Jingyang Lin, Jiebo Luo, Xiang Li, Yixuan Yuan:
Fine-Grained Image-Text Alignment in Medical Imaging Enables Explainable Cyclic Image-Report Generation. ACL (1) 2024: 9494-9509 - [c78]Yue Huang, Lichao Sun, Haoran Wang, Siyuan Wu, Qihui Zhang, Yuan Li, Chujie Gao, Yixin Huang, Wenhan Lyu, Yixuan Zhang, Xiner Li, Hanchi Sun, Zhengliang Liu, Yixin Liu, Yijue Wang, Zhikun Zhang, Bertie Vidgen, Bhavya Kailkhura, Caiming Xiong, Chaowei Xiao, Chunyuan Li, Eric P. Xing, Furong Huang, Hao Liu, Heng Ji, Hongyi Wang, Huan Zhang, Huaxiu Yao, Manolis Kellis, Marinka Zitnik, Meng Jiang, Mohit Bansal, James Zou, Jian Pei, Jian Liu, Jianfeng Gao, Jiawei Han, Jieyu Zhao, Jiliang Tang, Jindong Wang, Joaquin Vanschoren, John C. Mitchell, Kai Shu, Kaidi Xu, Kai-Wei Chang, Lifang He, Lifu Huang, Michael Backes, Neil Zhenqiang Gong, Philip S. Yu, Pin-Yu Chen, Quanquan Gu, Ran Xu, Rex Ying, Shuiwang Ji, Suman Jana, Tianlong Chen, Tianming Liu, Tianyi Zhou, William Wang, Xiang Li, Xiangliang Zhang, Xiao Wang, Xing Xie, Xun Chen, Xuyu Wang, Yan Liu, Yanfang Ye, Yinzhi Cao, Yong Chen, Yue Zhao:
Position: TrustLLM: Trustworthiness in Large Language Models. ICML 2024 - [c77]Zhennong Chen, Hui Ren, Quanzheng Li, Xiang Li:
Motion Correction and Super-Resolution for Multi-slice Cardiac Magnetic Resonance Imaging via a Multi-stage Deep Learning Approach. ISBI 2024: 1-4 - [c76]Byung-Hoon Kim, Jungwon Choi, EungGu Yun, Kyungsang Kim, Xiang Li, Juho Lee:
Learning Dynamic Brain Connectome with Graph Transformers for Psychiatric Diagnosis Classification. ISBI 2024: 1-5 - [c75]Jayanth Pratap, Siyeop Yoon, Wen-Chih Liu, Quanzheng Li, Abhiram Bhashyam, Neal Chen, Xiang Li:
Zero-Shot Novel View Synthesis of Wrist X-Rays Using Latent Diffusion Model. ISBI 2024: 1-4 - [c74]Siyeop Yoon, Jay Sairam Pratap, Wen-Chih Liu, Matthew Tivnan, Hui Ren, Abhiram Bhashyam, Quanzheng Li, Neal Chen, Xiang Li:
High-Resolution 3d Ct Synthesis From Bidirectional X-Ray Images Using 3d Diffusion Model. ISBI 2024: 1-4 - [c73]Zhennong Chen, Sekeun Kim, Hui Ren, Quanzheng Li, Xiang Li:
Temporal-Spatial Adaptation of Promptable SAM Enhance Accuracy and Generalizability of Cine CMR Segmentation. MedAGI@MICCAI 2024: 20-29 - [c72]Qing Xiao, Siyeop Yoon, Hui Ren, Matthew Tivnan, Lichao Sun, Quanzheng Li, Tianming Liu, Yu Zhang, Xiang Li:
Conditional Score-Based Diffusion Model for Cortical Thickness Trajectory Prediction. MICCAI (2) 2024: 78-87 - [c71]Xiang Li, Huihui Fang, Changmiao Wang, Mingsi Liu, Lixin Duan, Yanwu Xu:
Cache-Driven Spatial Test-Time Adaptation for Cross-Modality Medical Image Segmentation. MICCAI (11) 2024: 146-156 - [c70]Xiang Li, Huihui Fang, Mingsi Liu, Yanwu Xu, Lixin Duan:
Diffusion-Enhanced Transformation Consistency Learning for Retinal Image Segmentation. MICCAI (11) 2024: 221-231 - [c69]Wenting Chen, Pengyu Wang, Hui Ren, Lichao Sun, Quanzheng Li, Yixuan Yuan, Xiang Li:
Medical Image Synthesis via Fine-Grained Image-Text Alignment and Anatomy-Pathology Prompting. MICCAI (12) 2024: 240-250 - [c68]Zhibin He, Wuyang Li, Yu Jiang, Zhihao Peng, Pengyu Wang, Xiang Li, Tianming Liu, Junwei Han, Tuo Zhang, Yixuan Yuan:
F2TNet: FMRI to T1w MRI Knowledge Transfer Network for Brain Multi-phenotype Prediction. MICCAI (11) 2024: 265-275 - [c67]Matthew Tivnan, Siyeop Yoon, Zhennong Chen, Xiang Li, Dufan Wu, Quanzheng Li:
Hallucination Index: An Image Quality Metric for Generative Reconstruction Models. MICCAI (10) 2024: 449-458 - [c66]Siyeop Yoon, Matthew Tivnan, Rui Hu, Yuang Wang, Young-Don Son, Dufan Wu, Xiang Li, Kyungsang Kim, Quanzheng Li:
Volumetric Conditional Score-Based Residual Diffusion Model for PET/MR Denoising. MICCAI (7) 2024: 754-763 - [i81]Jiaqi Wang, Zihao Wu, Yiwei Li, Hanqi Jiang, Peng Shu, Enze Shi, Huawen Hu, Chong Ma, Yiheng Liu, Xuhui Wang, Yincheng Yao, Xuan Liu, Huaqin Zhao, Zhengliang Liu, Haixing Dai, Lin Zhao, Bao Ge, Xiang Li, Tianming Liu, Shu Zhang:
Large Language Models for Robotics: Opportunities, Challenges, and Perspectives. CoRR abs/2401.04334 (2024) - [i80]Lichao Sun, Yue Huang, Haoran Wang, Siyuan Wu, Qihui Zhang, Chujie Gao, Yixin Huang, Wenhan Lyu, Yixuan Zhang, Xiner Li, Zhengliang Liu, Yixin Liu, Yijue Wang, Zhikun Zhang, Bhavya Kailkhura, Caiming Xiong, Chaowei Xiao, Chunyuan Li, Eric P. Xing, Furong Huang, Hao Liu, Heng Ji, Hongyi Wang, Huan Zhang, Huaxiu Yao, Manolis Kellis, Marinka Zitnik, Meng Jiang, Mohit Bansal, James Zou, Jian Pei, Jian Liu, Jianfeng Gao, Jiawei Han, Jieyu Zhao, Jiliang Tang, Jindong Wang, John C. Mitchell, Kai Shu, Kaidi Xu, Kai-Wei Chang, Lifang He, Lifu Huang, Michael Backes, Neil Zhenqiang Gong, Philip S. Yu, Pin-Yu Chen, Quanquan Gu, Ran Xu, Rex Ying, Shuiwang Ji, Suman Jana, Tianlong Chen, Tianming Liu, Tianyi Zhou, William Wang, Xiang Li, Xiangliang Zhang, Xiao Wang, Xing Xie, Xun Chen, Xuyu Wang, Yan Liu, Yanfang Ye, Yinzhi Cao, Yue Zhao:
TrustLLM: Trustworthiness in Large Language Models. CoRR abs/2401.05561 (2024) - [i79]Zhengliang Liu, Jason Holmes, Wenxiong Liao, Chenbin Liu, Lian Zhang, Hongying Feng, Peilong Wang, Muhammad Ali Elahi, Hongmin Cai, Lichao Sun, Quanzheng Li, Xiang Li, Tianming Liu, Jiajian Shen, Wei Liu:
The Radiation Oncology NLP Database. CoRR abs/2401.10995 (2024) - [i78]Shaochen Xu, Zihao Wu, Huaqin Zhao, Peng Shu, Zhengliang Liu, Wenxiong Liao, Sheng Li, Andrea Sikora, Tianming Liu, Xiang Li:
Reasoning before Comparison: LLM-Enhanced Semantic Similarity Metrics for Domain Specialized Text Analysis. CoRR abs/2402.11398 (2024) - [i77]Wenting Chen, Pengyu Wang, Hui Ren, Lichao Sun, Quanzheng Li, Yixuan Yuan, Xiang Li:
Medical Image Synthesis via Fine-Grained Image-Text Alignment and Anatomy-Pathology Prompting. CoRR abs/2403.06835 (2024) - [i76]Qing Xiao, Siyeop Yoon, Hui Ren, Matthew Tivnan, Lichao Sun, Quanzheng Li, Tianming Liu, Yu Zhang, Xiang Li:
Conditional Score-Based Diffusion Model for Cortical Thickness Trajectory Prediction. CoRR abs/2403.06940 (2024) - [i75]Zhennong Chen, Sekeun Kim, Hui Ren, Quanzheng Li, Xiang Li:
Cardiac Magnetic Resonance 2D+T Short- and Long-axis Segmentation via Spatio-temporal SAM Adaptation. CoRR abs/2403.10009 (2024) - [i74]Chong Ma, Hanqi Jiang, Wenting Chen, Zihao Wu, Xiaowei Yu, Fang Zeng, Lei Guo, Dajiang Zhu, Tuo Zhang, Dinggang Shen, Tianming Liu, Xiang Li:
Eye-gaze Guided Multi-modal Alignment Framework for Radiology. CoRR abs/2403.12416 (2024) - [i73]Sekeun Kim, Hui Ren, Peng Guo, Abder-Rahman Ali, Patrick Zhang, Kyungsang Kim, Xiang Li, Quanzheng Li:
Prompt-driven Universal Model for View-Agnostic Echocardiography Analysis. CoRR abs/2404.05916 (2024) - [i72]Sifan Song, Jinfeng Wang, Qiaochu Zhao, Xiang Li, Dufan Wu, Angelos Stefanidis, Jionglong Su, S. Kevin Zhou, Quanzheng Li:
Contrastive Learning Via Equivariant Representation. CoRR abs/2406.00262 (2024) - [i71]Hejie Cui, Lingjun Mao, Xin Liang, Jieyu Zhang, Hui Ren, Quanzheng Li, Xiang Li, Carl Yang:
Biomedical Visual Instruction Tuning with Clinician Preference Alignment. CoRR abs/2406.13173 (2024) - [i70]Weixiang Sun, Xiaocao You, Ruizhe Zheng, Zhengqing Yuan, Xiang Li, Lifang He, Quanzheng Li, Lichao Sun:
Bora: Biomedical Generalist Video Generation Model. CoRR abs/2407.08944 (2024) - [i69]Yuanwei Wu, Yue Huang, Yixin Liu, Xiang Li, Pan Zhou, Limin Sun:
Can Large Language Models Automatically Jailbreak GPT-4V? CoRR abs/2407.16686 (2024) - [i68]Zhiling Yan, Weixiang Sun, Rong Zhou, Zhengqing Yuan, Kai Zhang, Yiwei Li, Tianming Liu, Quanzheng Li, Xiang Li, Lifang He, Lichao Sun:
Biomedical SAM 2: Segment Anything in Biomedical Images and Videos. CoRR abs/2408.03286 (2024) - [i67]Yucheng Shi, Peng Shu, Zhengliang Liu, Zihao Wu, Quanzheng Li, Xiang Li:
MGH Radiology Llama: A Llama 3 70B Model for Radiology. CoRR abs/2408.11848 (2024) - [i66]Yanjun Lyu, Zihao Wu, Lu Zhang, Jing Zhang, Yiwei Li, Wei Ruan, Zhengliang Liu, Xiaowei Yu, Chao Cao, Tong Chen, Minheng Chen, Yan Zhuang, Xiang Li, Rongjie Liu, Chao Huang, Wentao Li, Tianming Liu, Dajiang Zhu:
GP-GPT: Large Language Model for Gene-Phenotype Mapping. CoRR abs/2409.09825 (2024) - [i65]Rong Zhou, Zhengqing Yuan, Zhiling Yan, Weixiang Sun, Kai Zhang, Yiwei Li, Yanfang Ye, Xiang Li, Lifang He, Lichao Sun:
TTT-Unet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation. CoRR abs/2409.11299 (2024) - [i64]Tianyang Zhong, Zhengliang Liu, Yi Pan, Yutong Zhang, Yifan Zhou, Shizhe Liang, Zihao Wu, Yanjun Lyu, Peng Shu, Xiaowei Yu, Chao Cao, Hanqi Jiang, Hanxu Chen, Yiwei Li, Junhao Chen, Huawen Hu, Yihen Liu, Huaqin Zhao, Shaochen Xu, Haixing Dai, Lin Zhao, Ruidong Zhang, Wei Zhao, Zhenyuan Yang, Jingyuan Chen, Peilong Wang, Wei Ruan, Hui Wang, Huan Zhao, Jing Zhang, Yiming Ren, Shihuan Qin, Tong Chen, Jiaxi Li, Arif Hassan Zidan, Afrar Jahin, Minheng Chen, Sichen Xia, Jason Holmes, Yan Zhuang, Jiaqi Wang, Bochen Xu, Weiran Xia, Jichao Yu, Kaibo Tang, Yaxuan Yang, Bolun Sun, Tao Yang, Guoyu Lu, Xianqiao Wang, Lilong Chai, He Li, Jin Lu, Lichao Sun, Xin Zhang, Bao Ge, Xintao Hu, Lian Zhang, Hua Zhou, Lu Zhang, Shu Zhang, Ninghao Liu, Bei Jiang, Linglong Kong, Zhen Xiang, Yudan Ren, Jun Liu, Xi Jiang, Yu Bao, Wei Zhang, Xiang Li, Gang Li, Wei Liu, Dinggang Shen, Andrea Sikora, Xiaoming Zhai, Dajiang Zhu, Tianming Liu:
Evaluation of OpenAI o1: Opportunities and Challenges of AGI. CoRR abs/2409.18486 (2024) - [i63]Yujin Oh, Sangjoon Park, Xiang Li, Wang Yi, Jonathan Paly, Jason Efstathiou, Annie Chan, Jun Won Kim, Hwa Kyung Byun, Ik Jae Lee, Jaeho Cho, Chan Woo Wee, Peng Shu, Peilong Wang, Nathan Yu, Jason Holmes, Jong Chul Ye, Quanzheng Li, Wei Liu, Woong Sub Koom, Jin Sung Kim, Kyungsang Kim:
Mixture of Multicenter Experts in Multimodal Generative AI for Advanced Radiotherapy Target Delineation. CoRR abs/2410.00046 (2024) - [i62]Siyeop Yoon, Rui Hu, Yuang Wang, Matthew Tivnan, Young-Don Son, Dufan Wu, Xiang Li, Kyungsang Kim, Quanzheng Li:
Volumetric Conditional Score-based Residual Diffusion Model for PET/MR Denoising. CoRR abs/2410.00184 (2024) - [i61]Yiwei Li, Sekeun Kim, Zihao Wu, Hanqi Jiang, Yi Pan, Pengfei Jin, Sifan Song, Yucheng Shi, Tianming Liu, Quanzheng Li, Xiang Li:
ECHOPulse: ECG controlled echocardio-grams video generation. CoRR abs/2410.03143 (2024) - [i60]Yi Pan, Hanqi Jiang, Junhao Chen, Yiwei Li, Huaqin Zhao, Yifan Zhou, Peng Shu, Zihao Wu, Zhengliang Liu, Dajiang Zhu, Xiang Li, Yohannes Abate, Tianming Liu:
EG-SpikeFormer: Eye-Gaze Guided Transformer on Spiking Neural Networks for Medical Image Analysis. CoRR abs/2410.09674 (2024) - [i59]Pengfei Jin, Peng Shu, Sekeun Kim, Qing Xiao, Sifan Song, Cheng Chen, Tianming Liu, Xiang Li, Quanzheng Li:
Retrieval Instead of Fine-tuning: A Retrieval-based Parameter Ensemble for Zero-shot Learning. CoRR abs/2410.09908 (2024) - [i58]Siyeop Yoon, Yujin Oh, Xiang Li, Yi Xin, Maurizio Cereda, Quanzheng Li:
High-Fidelity 3D Lung CT Synthesis in ARDS Swine Models Using Score-Based 3D Residual Diffusion Models. CoRR abs/2410.10826 (2024) - [i57]Sekeun Kim, Pengfei Jin, Sifan Song, Cheng Chen, Yiwei Li, Hui Ren, Xiang Li, Tianming Liu, Quanzheng Li:
EchoFM: Foundation Model for Generalizable Echocardiogram Analysis. CoRR abs/2410.23413 (2024) - [i56]Xiang Li, Mingsi Liu, Lixin Duan:
TransUNext: towards a more advanced U-shaped framework for automatic vessel segmentation in the fundus image. CoRR abs/2411.02724 (2024) - [i55]Huaqin Zhao, Jiaxi Li, Yi Pan, Shizhe Liang, Xiaofeng Yang, Wei Liu, Xiang Li, Fei Dou, Tianming Liu, Jin Lu:
HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization. CoRR abs/2411.10696 (2024) - [i54]Shaochen Xu, Yifan Zhou, Zhengliang Liu, Zihao Wu, Tianyang Zhong, Huaqin Zhao, Yiwei Li, Hanqi Jiang, Yi Pan, Junhao Chen, Jin Lu, Wei Zhang, Tuo Zhang, Lu Zhang, Dajiang Zhu, Xiang Li, Wei Liu, Quanzheng Li, Andrea Sikora, Xiaoming Zhai, Zhen Xiang, Tianming Liu:
Towards Next-Generation Medical Agent: How o1 is Reshaping Decision-Making in Medical Scenarios. CoRR abs/2411.14461 (2024) - 2023
- [c65]Hang Yuan, Xiang Li, Benzheng Wei:
MPANet: Multi-scale Pyramid Attention Network for Collaborative Modeling Spatio-Temporal Patterns of Default Mode Network. AI (1) 2023: 416-425 - [c64]Wenxiong Liao, Zhengliang Liu, Yiyang Zhang, Xiaoke Huang, Fei Qi, Siqi Ding, Hui Ren, Zihao Wu, Haixing Dai, Sheng Li, Lingfei Wu, Ninghao Liu, Quanzheng Li, Tianming Liu, Xiang Li, Hongmin Cai:
Coarse-to-fine Knowledge Graph Domain Adaptation based on Distantly-supervised Iterative Training. BIBM 2023: 1294-1299 - [c63]Hongmin Cai, Xiaoke Huang, Zhengliang Liu, Wenxiong Liao, Haixing Dai, Zihao Wu, Dajiang Zhu, Hui Ren, Quanzheng Li, Tianming Liu, Xiang Li:
Multimodal Approaches for Alzheimer's Detection Using Patients' Speech and Transcript. BI 2023: 395-406 - [c62]Yucheng Shi, Hehuan Ma, Wenliang Zhong, Qiaoyu Tan, Gengchen Mai, Xiang Li, Tianming Liu, Junzhou Huang:
ChatGraph: Interpretable Text Classification by Converting ChatGPT Knowledge to Graphs. ICDM (Workshops) 2023: 515-520 - [c61]Huihui Fang, Fei Li, Hanyi Yu, Dongyang Zhao, Xiang Li, Zhuoling Li, Huazhu Fu, Xiulan Zhang, Yanwu Xu:
STAGE Challenge: Structural-Functional Transition in Glaucoma Assessment Challenge in MICCAI 2023. OMIA@MICCAI 2023: 152-160 - [c60]Jerome Charton, Hui Ren, Sekeun Kim, Carola Maraboto Gonzalez, Jay Khambhati, Justin Cheng, Jeena DeFrancesco, Anam A. Waheed, Sylwia Marciniak, Filipe Moura, Rhanderson Cardoso, Bruno B. Lima, Michael H. Picard, Xiang Li, Quanzheng Li:
Multi-task Learning for Hierarchically-Structured Images: Study on Echocardiogram View Classification. ASMUS@MICCAI 2023: 185-194 - [c59]Haixing Dai, Mengxuan Hu, Qing Li, Lu Zhang, Lin Zhao, Dajiang Zhu, Ibai Díez, Jorge Sepulcre, Fan Zhang, Xingyu Gao, Manhua Liu, Quanzheng Li, Sheng Li, Tianming Liu, Xiang Li:
Graph-Based Counterfactual Causal Inference Modeling for Neuroimaging Analysis. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 205-213 - [c58]Zhengliang Liu, Aoxiao Zhong, Yiwei Li, Longtao Yang, Chao Ju, Zihao Wu, Chong Ma, Peng Shu, Cheng Chen, Sekeun Kim, Haixing Dai, Lin Zhao, Dajiang Zhu, Jun Liu, Wei Liu, Dinggang Shen, Quanzheng Li, Tianming Liu, Xiang Li:
Tailoring Large Language Models to Radiology: A Preliminary Approach to LLM Adaptation for a Highly Specialized Domain. MLMI@MICCAI (1) 2023: 464-473 - [e4]Jonghye Woo, Alessa Hering, Wilson Silva, Xiang Li, Huazhu Fu, Xiaofeng Liu, Fangxu Xing, Sanjay Purushotham, Tejas Sudharshan Mathai, Pritam Mukherjee, Max De Grauw, Regina Beets-Tan, Valentina Corbetta, Elmar Kotter, Mauricio Reyes, Christian F. Baumgartner, Quanzheng Li, Richard M. Leahy, Bin Dong, Hao Chen, Yuankai Huo, Jinglei Lv, Xinxing Xu, Xiaomeng Li, Dwarikanath Mahapatra, Li Cheng, Caroline Petitjean, Benoît Presles:
Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops - MTSAIL 2023, LEAF 2023, AI4Treat 2023, MMMI 2023, REMIA 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8-12, 2023, Proceedings. Lecture Notes in Computer Science 14394, Springer 2023, ISBN 978-3-031-47424-8 [contents] - [i53]Wenxiong Liao, Zhengliang Liu, Haixing Dai, Zihao Wu, Yiyang Zhang, Xiaoke Huang, Yuzhong Chen, Xi Jiang, Dajiang Zhu, Tianming Liu, Sheng Li, Xiang Li, Hongmin Cai:
Mask-guided BERT for Few Shot Text Classification. CoRR abs/2302.10447 (2023) - [i52]Yu Ren, Guoli Wang, Pingping Wang, Kunmeng Liu, Quanjin Liu, Hongfu Sun, Xiang Li, Benzheng Wei:
MM-SFENet: Multi-scale Multi-task Localization and Classification of Bladder Cancer in MRI with Spatial Feature Encoder Network. CoRR abs/2302.11095 (2023) - [i51]Haixing Dai, Zhengliang Liu, Wenxiong Liao, Xiaoke Huang, Zihao Wu, Lin Zhao, Wei Liu, Ninghao Liu, Sheng Li, Dajiang Zhu, Hongmin Cai, Quanzheng Li, Dinggang Shen, Tianming Liu, Xiang Li:
ChatAug: Leveraging ChatGPT for Text Data Augmentation. CoRR abs/2302.13007 (2023) - [i50]Zhengliang Liu, Xiaowei Yu, Lu Zhang, Zihao Wu, Chao Cao, Haixing Dai, Lin Zhao, Wei Liu, Dinggang Shen, Quanzheng Li, Tianming Liu, Dajiang Zhu, Xiang Li:
DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4. CoRR abs/2303.11032 (2023) - [i49]Lin Zhao, Lu Zhang, Zihao Wu, Yuzhong Chen, Haixing Dai, Xiaowei Yu, Zhengliang Liu, Tuo Zhang, Xintao Hu, Xi Jiang, Xiang Li, Dajiang Zhu, Dinggang Shen, Tianming Liu:
When Brain-inspired AI Meets AGI. CoRR abs/2303.15935 (2023) - [i48]Yiheng Liu, Tianle Han, Siyuan Ma, Jiayue Zhang, Yuanyuan Yang, Jiaming Tian, Hao He, Antong Li, Mengshen He, Zhengliang Liu, Zihao Wu, Dajiang Zhu, Xiang Li, Ning Qiang, Dinggang Shen, Tianming Liu, Bao Ge:
Summary of ChatGPT/GPT-4 Research and Perspective Towards the Future of Large Language Models. CoRR abs/2304.01852 (2023) - [i47]Jason Holmes, Zhengliang Liu, Lian Zhang, Yuzhen Ding, Terence T. Sio, Lisa A. McGee, Jonathan B. Ashman, Xiang Li, Tianming Liu, Jiajian Shen, Wei Liu:
Evaluating Large Language Models on a Highly-specialized Topic, Radiation Oncology Physics. CoRR abs/2304.01938 (2023) - [i46]Chong Ma, Zihao Wu, Jiaqi Wang, Shaochen Xu, Yaonai Wei, Zhengliang Liu, Lei Guo, Xiaoyan Cai, Shu Zhang, Tuo Zhang, Dajiang Zhu, Dinggang Shen, Tianming Liu, Xiang Li:
ImpressionGPT: An Iterative Optimizing Framework for Radiology Report Summarization with ChatGPT. CoRR abs/2304.08448 (2023) - [i45]Zihao Wu, Lu Zhang, Chao Cao, Xiaowei Yu, Haixing Dai, Chong Ma, Zhengliang Liu, Lin Zhao, Gang Li, Wei Liu, Quanzheng Li, Dinggang Shen, Xiang Li, Dajiang Zhu, Tianming Liu:
Exploring the Trade-Offs: Unified Large Language Models vs Local Fine-Tuned Models for Highly-Specific Radiology NLI Task. CoRR abs/2304.09138 (2023) - [i44]Tianyang Zhong, Yaonai Wei, Li Yang, Zihao Wu, Zhengliang Liu, Xiaozheng Wei, Wenjun Li, Junjie Yao, Chong Ma, Xiang Li, Dajiang Zhu, Xi Jiang, Junwei Han, Dinggang Shen, Tianming Liu, Tuo Zhang:
ChatABL: Abductive Learning via Natural Language Interaction with ChatGPT. CoRR abs/2304.11107 (2023) - [i43]Wenxiong Liao, Zhengliang Liu, Haixing Dai, Shaochen Xu, Zihao Wu, Yiyang Zhang, Xiaoke Huang, Dajiang Zhu, Hongmin Cai, Tianming Liu, Xiang Li:
Differentiate ChatGPT-generated and Human-written Medical Texts. CoRR abs/2304.11567 (2023) - [i42]Jiaqi Wang, Enze Shi, Sigang Yu, Zihao Wu, Chong Ma, Haixing Dai, Qiushi Yang, Yanqing Kang, Jinru Wu, Huawen Hu, Chenxi Yue, Haiyang Zhang, Yiheng Liu, Xiang Li, Bao Ge, Dajiang Zhu, Yixuan Yuan, Dinggang Shen, Tianming Liu, Shu Zhang:
Prompt Engineering for Healthcare: Methodologies and Applications. CoRR abs/2304.14670 (2023) - [i41]Zhenxiang Xiao, Yuzhong Chen, Lu Zhang, Junjie Yao, Zihao Wu, Xiaowei Yu, Yi Pan, Lin Zhao, Chong Ma, Xinyu Liu, Wei Liu, Xiang Li, Yixuan Yuan, Dinggang Shen, Dajiang Zhu, Tianming Liu, Xi Jiang:
Instruction-ViT: Multi-Modal Prompts for Instruction Learning in ViT. CoRR abs/2305.00201 (2023) - [i40]Yucheng Shi, Hehuan Ma, Wenliang Zhong, Gengchen Mai, Xiang Li, Tianming Liu, Junzhou Huang:
ChatGraph: Interpretable Text Classification by Converting ChatGPT Knowledge to Graphs. CoRR abs/2305.03513 (2023) - [i39]Kai Zhang, Jun Yu, Zhiling Yan, Yixin Liu, Eashan Adhikarla, Sunyang Fu, Xun Chen, Chen Chen, Yuyin Zhou, Xiang Li, Lifang He, Brian D. Davison, Quanzheng Li, Yong Chen, Hongfang Liu, Lichao Sun:
BiomedGPT: A Unified and Generalist Biomedical Generative Pre-trained Transformer for Vision, Language, and Multimodal Tasks. CoRR abs/2305.17100 (2023) - [i38]Xiang Li, Lu Zhang, Zihao Wu, Zhengliang Liu, Lin Zhao, Yixuan Yuan, Jun Liu, Gang Li, Dajiang Zhu, Pingkuan Yan, Quanzheng Li, Wei Liu, Tianming Liu, Dinggang Shen:
Artificial General Intelligence for Medical Imaging. CoRR abs/2306.05480 (2023) - [i37]Zhengliang Liu, Aoxiao Zhong, Yiwei Li, Longtao Yang, Chao Ju, Zihao Wu, Chong Ma, Peng Shu, Cheng Chen, Sekeun Kim, Haixing Dai, Lin Zhao, Dajiang Zhu, Jun Liu, Wei Liu, Dinggang Shen, Xiang Li, Quanzheng Li, Tianming Liu:
Radiology-GPT: A Large Language Model for Radiology. CoRR abs/2306.08666 (2023) - [i36]Haixing Dai, Yiwei Li, Zhengliang Liu, Lin Zhao, Zihao Wu, Suhang Song, Ye Shen, Dajiang Zhu, Xiang Li, Sheng Li, Xiaobai Yao, Lu Shi, Quanzheng Li, Zhuo Chen, Donglan Zhang, Gengchen Mai, Tianming Liu:
AD-AutoGPT: An Autonomous GPT for Alzheimer's Disease Infodemiology. CoRR abs/2306.10095 (2023) - [i35]Lian Zhang, Zhengliang Liu, Lu Zhang, Zihao Wu, Xiaowei Yu, Jason Holmes, Hongying Feng, Haixing Dai, Xiang Li, Quanzheng Li, Dajiang Zhu, Tianming Liu, Wei Liu:
Segment Anything Model (SAM) for Radiation Oncology. CoRR abs/2306.11730 (2023) - [i34]Jiaqi Wang, Zhengliang Liu, Lin Zhao, Zihao Wu, Chong Ma, Sigang Yu, Haixing Dai, Qiushi Yang, Yiheng Liu, Songyao Zhang, Enze Shi, Yi Pan, Tuo Zhang, Dajiang Zhu, Xiang Li, Xi Jiang, Bao Ge, Yixuan Yuan, Dinggang Shen, Tianming Liu, Shu Zhang:
Review of Large Vision Models and Visual Prompt Engineering. CoRR abs/2307.00855 (2023) - [i33]Haixing Dai, Chong Ma, Zhengliang Liu, Yiwei Li, Peng Shu, Xiaozheng Wei, Lin Zhao, Zihao Wu, Dajiang Zhu, Wei Liu, Quanzheng Li, Tianming Liu, Xiang Li:
SAMAug: Point Prompt Augmentation for Segment Anything Model. CoRR abs/2307.01187 (2023) - [i32]Haixing Dai, Mengxuan Hu, Qing Li, Lu Zhang, Lin Zhao, Dajiang Zhu, Ibai Díez, Jorge Sepulcre, Fan Zhang, Xingyu Gao, Manhua Liu, Quanzheng Li, Sheng Li, Tianming Liu, Xiang Li:
Identification of Causal Relationship between Amyloid-beta Accumulation and Alzheimer's Disease Progression via Counterfactual Inference. CoRR abs/2307.01389 (2023) - [i31]Hongmin Cai, Xiaoke Huang, Zhengliang Liu, Wenxiong Liao, Haixing Dai, Zihao Wu, Dajiang Zhu, Hui Ren, Quanzheng Li, Tianming Liu, Xiang Li:
Exploring Multimodal Approaches for Alzheimer's Disease Detection Using Patient Speech Transcript and Audio Data. CoRR abs/2307.02514 (2023) - [i30]Zihan Guan, Zihao Wu, Zhengliang Liu, Dufan Wu, Hui Ren, Quanzheng Li, Xiang Li, Ninghao Liu:
CohortGPT: An Enhanced GPT for Participant Recruitment in Clinical Study. CoRR abs/2307.11346 (2023) - [i29]Zhengliang Liu, Tianyang Zhong, Yiwei Li, Yutong Zhang, Yi Pan, Zihao Zhao, Peixin Dong, Chao Cao, Yuxiao Liu, Peng Shu, Yaonai Wei, Zihao Wu, Chong Ma, Jiaqi Wang, Sheng Wang, Mengyue Zhou, Zuowei Jiang, Chunlin Li, Jason Holmes, Shaochen Xu, Lu Zhang, Haixing Dai, Kai Zhang, Lin Zhao, Yuanhao Chen, Xu Liu, Peilong Wang, Pingkun Yan, Jun Liu, Bao Ge, Lichao Sun, Dajiang Zhu, Xiang Li, Wei Liu, Xiaoyan Cai, Xintao Hu, Xi Jiang, Shu Zhang, Xin Zhang, Tuo Zhang, Shijie Zhao, Quanzheng Li, Hongtu Zhu, Dinggang Shen, Tianming Liu:
Evaluating Large Language Models for Radiology Natural Language Processing. CoRR abs/2307.13693 (2023) - [i28]Zhengliang Liu, Yiwei Li, Peng Shu, Aoxiao Zhong, Longtao Yang, Chao Ju