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Xiang 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
— 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
— Fudan University, Department of Electronic Engineering, Adaptive Networks and Control Lab, Shanghai, China (and 3 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
— Momenta, China (and 2 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, 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
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2020 – today
- 2023
- [c56]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 - [c55]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 - [c54]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 - [i33]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) - [i32]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) - [i31]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) - [i30]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) - [i29]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) - [i28]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) - [i27]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) - [i26]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) - [i25]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) - [i24]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) - [i23]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) - [i22]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) - [i21]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) - [i20]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) - [i19]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) - [i18]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) - [i17]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) - [i16]Cheng Chen, Juzheng Miao, Dufan Wu, Zhiling Yan, Sekeun Kim, Jiang Hu, Aoxiao Zhong, Zhengliang Liu, Lichao Sun, Xiang Li, Tianming Liu, Pheng-Ann Heng, Quanzheng Li:
MA-SAM: Modality-agnostic SAM Adaptation for 3D Medical Image Segmentation. CoRR abs/2309.08842 (2023) - [i15]Yucheng Shi, Shaochen Xu, Zhengliang Liu, Tianming Liu, Xiang Li, Ninghao Liu:
MedEdit: Model Editing for Medical Question Answering with External Knowledge Bases. CoRR abs/2309.16035 (2023) - 2022
- [c53]Jerome Charton, Hui Ren, Jay Khambhati, Jeena DeFrancesco, Justin Cheng, Anam A. Waheed, Sylwia Marciniak, Filipe Moura, Rhanderson Cardoso, Bruno B. Lima, Erik Steen, Eigil Samset, Michael H. Picard, Xiang Li, Quanzheng Li:
View Classification of Color Doppler Echocardiography via Automatic Alignment Between Doppler and B-Mode Imaging. ASMUS@MICCAI 2022: 64-71 - [c52]Saed Rezayi, Haixing Dai, Zhengliang Liu, Zihao Wu, Akarsh Hebbar, Andrew H. Burns, Lin Zhao
, Dajiang Zhu, Quanzheng Li, Wei Liu, Sheng Li, Tianming Liu, Xiang Li:
ClinicalRadioBERT: Knowledge-Infused Few Shot Learning for Clinical Notes Named Entity Recognition. MLMI@MICCAI 2022: 269-278 - [e3]Xiang Li
, Jinglei Lv
, Yuankai Huo
, Bin Dong, Richard M. Leahy
, Quanzheng Li
:
Multiscale Multimodal Medical Imaging - Third International Workshop, MMMI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings. Lecture Notes in Computer Science 13594, Springer 2022, ISBN 978-3-031-18813-8 [contents] - [i14]Homgmin Cai, Wenxiong Liao, Zhengliang Liu, Xiaoke Huang, Yiyang Zhang, Siqi Ding, Sheng Li, Quanzheng Li, Tianming Liu, Xiang Li:
Coarse-to-fine Knowledge Graph Domain Adaptation based on Distantly-supervised Iterative Training. CoRR abs/2211.02849 (2022) - 2021
- [j19]Aoxiao Zhong
, Xiang Li
, Dufan Wu
, Hui Ren
, Kyung Sang Kim, Young-Gon Kim, Varun Buch, Nir Neumark
, Bernardo Bizzo, Won Young Tak, Soo Young Park, Yu Rim Lee, Min Kyu Kang
, Jung Gil Park, Byung Seok Kim, Woo Jin Chung, Ning Guo, Ittai Dayan
, Mannudeep K. Kalra, Quanzheng Li:
Deep metric learning-based image retrieval system for chest radiograph and its clinical applications in COVID-19. Medical Image Anal. 70: 101993 (2021) - [j18]Wufeng Xue
, Jiahui Li, Zhiqiang Hu
, Eric Kerfoot
, James R. Clough
, Ilkay Öksüz
, Hao Xu, Vicente Grau
, Fumin Guo, Matthew Ng
, Xiang Li
, Quanzheng Li
, Lihong Liu, Jin Ma, Elias Grinias
, Georgios Tziritas
, Wenjun Yan, Angélica Atehortúa, Mireille Garreau
, Yeonggul Jang
, Alejandro Debus, Enzo Ferrante
, Guanyu Yang
, Tiancong Hua, Shuo Li
:
Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data. IEEE J. Biomed. Health Informatics 25(9): 3541-3553 (2021) - [c51]Mo Zhang, Hongwen Guo, Xiang Li:
Using Keystroke Analytics to Understand Cognitive Processes during Writing. EDM 2021 - [e2]Tanveer F. Syeda-Mahmood
, Xiang Li
, Anant Madabhushi
, Hayit Greenspan
, Quanzheng Li
, Richard M. Leahy, Bin Dong, Hongzhi Wang
:
Multimodal Learning for Clinical Decision Support - 11th International Workshop, ML-CDS 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings. Lecture Notes in Computer Science 13050, Springer 2021, ISBN 978-3-030-89846-5 [contents] - [i13]Varun Buch, Aoxiao Zhong, Xiang Li, Marcio Aloisio Bezerra Cavalcanti Rockenbach, Dufan Wu, Hui Ren, Jiahui Guan, Andrew Liteplo, Sayon Dutta, Ittai Dayan, Quanzheng Li:
Development and Validation of a Deep Learning Model for Prediction of Severe Outcomes in Suspected COVID-19 Infection. CoRR abs/2103.11269 (2021) - 2020
- [j17]Seongah Jeong
, Xiang Li
, Jiarui Yang
, Quanzheng Li
, Vahid Tarokh
:
Sparse Representation-Based Denoising for High-Resolution Brain Activation and Functional Connectivity Modeling: A Task fMRI Study. IEEE Access 8: 36728-36740 (2020) - [j16]Yu Zhao
, Xiang Li
, Heng Huang, Wei Zhang, Shijie Zhao
, Milad Makkie
, Mo Zhang, Quanzheng Li
, Tianming Liu
:
Four-Dimensional Modeling of fMRI Data via Spatio-Temporal Convolutional Neural Networks (ST-CNNs). IEEE Trans. Cogn. Dev. Syst. 12(3): 451-460 (2020) - [j15]Mo Zhang
, Xiang Li
, Mengjia Xu
, Quanzheng Li
:
Automated Semantic Segmentation of Red Blood Cells for Sickle Cell Disease. IEEE J. Biomed. Health Informatics 24(11): 3095-3102 (2020) - [c50]Wei Qiu, Jiaming Guo, Xiang Li
, Mengjia Xu, Mo Zhang, Ning Guo, Quanzheng Li:
Multi-label Detection and Classification of Red Blood Cells in Microscopic Images. IEEE BigData 2020: 4257-4263 - [c49]Cuong Nguyen, Xin Li, R. D. Shawn Blanton, Xiang Li:
Efficient Classification via Partial Co-Training for Virtual Metrology. ETFA 2020: 753-760 - [c48]Mo Zhang, Jie Zhao, Xiang Li
, Li Zhang, Quanzheng Li:
ASCNET: Adaptive-Scale Convolutional Neural Networks for Multi-Scale Feature Learning. ISBI 2020: 144-148 - [c47]Qinglin Dong, Ning Qiang, Jinglei Lv
, Xiang Li
, Liang Dong, Tianming Liu, Quanzheng Li:
A Novel fMRI Representation Learning Framework with GAN. MLMI@MICCAI 2020: 21-29 - [c46]Qinglin Dong, Ning Qiang, Jinglei Lv
, Xiang Li
, Tianming Liu, Quanzheng Li:
Discovering Functional Brain Networks with 3D Residual Autoencoder (ResAE). MICCAI (7) 2020: 498-507 - [c45]Qinglin Dong, Ning Qiang, Jinglei Lv
, Xiang Li
, Tianming Liu, Quanzheng Li:
Spatiotemporal Attention Autoencoder (STAAE) for ADHD Classification. MICCAI (7) 2020: 508-517 - [e1]Quanzheng Li
, Richard M. Leahy, Bin Dong, Xiang Li
:
Multiscale Multimodal Medical Imaging - First International Workshop, MMMI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings. Lecture Notes in Computer Science 11977, Springer 2020, ISBN 978-3-030-37968-1 [contents] - [i12]Aoxiao Zhong, Xiang Li, Dufan Wu, Hui Ren, Kyung Sang Kim, Young-Gon Kim, Varun Buch, Nir Neumark, Bernardo Bizzo, Won Young Tak, Soo Young Park, Yu Rim Lee, Min Kyu Kang, Jung Gil Park, Byung Seok Kim, Woo Jin Chung, Ning Guo, Ittai Dayan, Mannudeep K. Kalra, Quanzheng Li:
Deep Metric Learning-based Image Retrieval System for Chest Radiograph and its Clinical Applications in COVID-19. CoRR abs/2012.03663 (2020)
2010 – 2019
- 2019
- [j14]Xiang Li
, Ning Guo, Quanzheng Li:
Functional Neuroimaging in the New Era of Big Data. Genom. Proteom. Bioinform. 17(4): 393-401 (2019) - [j13]Milad Makkie
, Xiang Li
, Shannon Quinn
, Binbin Lin, Jieping Ye, Geoffrey Mon
, Tianming Liu
:
A Distributed Computing Platform for fMRI Big Data Analytics. IEEE Trans. Big Data 5(2): 109-119 (2019) - [j12]Wei Zhang, Jinglei Lv
, Xiang Li
, Dajiang Zhu, Xi Jiang
, Shu Zhang, Yu Zhao, Lei Guo, Jieping Ye, Dewen Hu
, Tianming Liu
:
Experimental Comparisons of Sparse Dictionary Learning and Independent Component Analysis for Brain Network Inference From fMRI Data. IEEE Trans. Biomed. Eng. 66(1): 289-299 (2019) - [c44]Jiaming Guo, Wei Qiu, Xiang Li
, Xuandong Zhao, Ning Guo, Quanzheng Li:
Predicting Alzheimer's Disease by Hierarchical Graph Convolution from Positron Emission Tomography Imaging. IEEE BigData 2019: 5359-5363 - [c43]Han Bao, Hui Ren, Zhiling Zhou, Xiang Li
, Ning Guo, Quanzheng Li:
3D Regional Shape Analysis of Left Ventricle Using MR Images: Abnormal Myocadium Detection and Classification. ISBI 2019: 789-792 - [c42]Xuandong Zhao, Xiang Li
, Ning Guo, Zhiling Zhou, Xiaxia Meng, Quanzheng Li:
Multi-Size Computer-Aided Diagnosis Of Positron Emission Tomography Images Using Graph Convolutional Networks. ISBI 2019: 837-840 - [c41]Zhiling Zhou, Ning Guo, Jianan Cui, Xiaxia Meng, Yiwei Hu, Han Bao, Xiang Li
, Quanzheng Li:
Novel Radiomic Features Based on Graph Theory for PET Image Analysis. ISBI 2019: 1311-1314 - [c40]Jie Zhao, Quanzheng Li, Xiang Li
, Hongfeng Li, Li Zhang:
Automated Segmentation Of Cervical Nuclei In Pap Smear Images Using Deformable Multi-Path Ensemble Model. ISBI 2019: 1514-1518 - [c39]Dufan Wu, Kuang Gong, Kyung Sang Kim, Xiang Li
, Quanzheng Li:
Consensus Neural Network for Medical Imaging Denoising with Only Noisy Training Samples. MICCAI (4) 2019: 741-749 - [i11]Mo Zhang, Jie Zhao, Xiang Li, Li Zhang, Quanzheng Li:
ASCNet: Adaptive-Scale Convolutional Neural Networks for Multi-Scale Feature Learning. CoRR abs/1907.03241 (2019) - [i10]Jiaming Guo, Wei Qiu, Xiang Li, Xuandong Zhao, Ning Guo, Quanzheng Li:
Predicting Alzheimer's Disease by Hierarchical Graph Convolution from Positron Emission Tomography Imaging. CoRR abs/1910.00185 (2019) - [i9]Wei Qiu, Jiaming Guo, Xiang Li, Mengjia Xu, Mo Zhang, Ning Guo, Quanzheng Li:
Multi-label Detection and Classification of Red Blood Cells in Microscopic Images. CoRR abs/1910.02672 (2019) - 2018
- [j11]Bao Ge, Xiang Li
, Xi Jiang
, Yifei Sun, Tianming Liu:
A Dictionary Learning Approach for Signal Sampling in Task-Based fMRI for Reduction of Big Data. Frontiers Neuroinformatics 12: 17 (2018) - [j10]Jing Yuan, Xiang Li
, Jinhe Zhang, Liao Luo, Qinglin Dong, Jinglei Lv
, Yu Zhao, Xi Jiang
, Shu Zhang, Wei Zhang, Tianming Liu:
Spatio-temporal modeling of connectome-scale brain network interactions via time-evolving graphs. NeuroImage 180(Part): 350-369 (2018) - [j9]Xi Jiang
, Xiang Li
, Jinglei Lv
, Shijie Zhao, Shu Zhang, Wei Zhang, Tuo Zhang, Junwei Han
, Lei Guo, Tianming Liu
:
Temporal Dynamics Assessment of Spatial Overlap Pattern of Functional Brain Networks Reveals Novel Functional Architecture of Cerebral Cortex. IEEE Trans. Biomed. Eng. 65(6): 1183-1192 (2018) - [c38]Zhe Guo
, Xiang Li
, Heng Huang, Ning Quo, Quanzheng Li:
Medical image segmentation based on multi-modal convolutional neural network: Study on image fusion schemes. ISBI 2018: 903-907 - [c37]Yu Zhao, Xiang Li
, Wei Zhang, Shijie Zhao, Milad Makkie, Mo Zhang, Quanzheng Li, Tianming Liu:
Modeling 4D fMRI Data via Spatio-Temporal Convolutional Neural Networks (ST-CNN). MICCAI (3) 2018: 181-189 - [c36]Jiasha Liu, Xiang Li
, Hui Ren, Quanzheng Li:
Multi-estimator Full Left Ventricle Quantification Through Ensemble Learning. STACOM@MICCAI 2018: 459-465 - [c35]Mo Zhang, Xiang Li
, Mengjia Xu, Quanzheng Li:
RBC Semantic Segmentation for Sickle Cell Disease Based on Deformable U-Net. MICCAI (4) 2018: 695-702 - [i8]Yu Zhao, Xiang Li, Wei Zhang, Shijie Zhao, Milad Makkie, Mo Zhang, Quanzheng Li, Tianming Liu:
Modeling 4D fMRI Data via Spatio-Temporal Convolutional Neural Networks (ST-CNN). CoRR abs/1805.12564 (2018) - [i7]Jiasha Liu, Xiang Li, Hui Ren, Quanzheng Li:
Multi-Estimator Full Left Ventricle Quantification through Ensemble Learning. CoRR abs/1808.02056 (2018) - [i6]Xiang Li
, Qitian Chen, Xing Wang, Ning Guo, Nan Wu, Quanzheng Li:
Network Modeling and Pathway Inference from Incomplete Data ("PathInf"). CoRR abs/1810.00839 (2018) - 2017
- [j8]Yujie Li, Hanbo Chen, Xi Jiang
, Xiang Li
, Jinglei Lv
, Meng Li, Hanchuan Peng, Joe Z. Tsien, Tianming Liu:
Transcriptome Architecture of Adult Mouse Brain Revealed by Sparse Coding of Genome-Wide In Situ Hybridization Images. Neuroinformatics 15(3): 285-295 (2017) - [c34]Yu Zhao, Xiang Li
, Milad Makkie, Shannon Quinn, Binbin Lin, Jieping Ye, Tianming Liu:
Template-guided Functional Network Identification via Supervised Dictionary Learning. ISBI 2017: 72-76 - [c33]Shu Zhang, Xiang Li
, Lei Guo, Tianming Liu:
Exploring human brain activation via nested sparse coding and functional operators. ISBI 2017: 947-951 - [c32]Seongah Jeong, Xiang Li
, Jiarui Yang, Quanzheng Li, Vahid Tarokh:
Dictionary Learning and Sparse Coding-Based Denoising for High-Resolution Task Functional Connectivity MRI Analysis. MLMI@MICCAI 2017: 45-52 - [c31]Xiang Li
, Aoxiao Zhong, Ming Lin, Ning Guo, Mu Sun, Arkadiusz Sitek
, Jieping Ye, James Thrall, Quanzheng Li:
Self-paced Convolutional Neural Network for Computer Aided Detection in Medical Imaging Analysis. MLMI@MICCAI 2017: 212-219 - [i5]Xiang Li, Aoxiao Zhong, Ming Lin, Ning Guo, Mu Sun, Arkadiusz Sitek, Jieping Ye, James Thrall, Quanzheng Li:
Self-paced Convolutional Neural Network for Computer Aided Detection in Medical Imaging Analysis. CoRR abs/1707.06145 (2017) - [i4]Seongah Jeong, Xiang Li, Jiarui Yang, Quanzheng Li, Vahid Tarokh:
Dictionary Learning and Sparse Coding-based Denoising for High-Resolution Task Functional Connectivity MRI Analysis. CoRR abs/1707.06962 (2017) - [i3]Milad Makkie, Xiang Li, Binbin Lin, Jieping Ye, Mojtaba Sedigh Fazli, Tianming Liu, Shannon Quinn:
Distributed rank-1 dictionary learning: Towards fast and scalable solutions for fMRI big data analytics. CoRR abs/1708.02638 (2017) - [i2]Mo Zhang, Xiang Li, Mengjia Xu, Quanzheng Li:
Image Segmentation and Classification for Sickle Cell Disease using Deformable U-Net. CoRR abs/1710.08149 (2017) - [i1]Zhe Guo, Xiang Li, Heng Huang, Ning Guo, Quanzheng Li:
Medical Image Segmentation Based on Multi-Modal Convolutional Neural Network: Study on Image Fusion Schemes. CoRR abs/1711.00049 (2017) - 2016
- [b1]Xiang Li:
Machine learning approaches towards holistic brain functional space discovery from fMRI big data. University of Georgia, Athens, GA, USA, 2016 - [j7]Yimin Hou, Ting Xiao, Shu Zhang, Xi Jiang
, Xiang Li
, Xintao Hu
, Junwei Han, Lei Guo, L. Stephen Miller, Richard Neupert, Tianming Liu:
Predicting Movie Trailer Viewer's "Like/Dislike" via Learned Shot Editing Patterns. IEEE Trans. Affect. Comput. 7(1): 29-44 (2016) - [c30]Geoffrey Mon, Milad Makkie, Xiang Li
, Tianming Liu, Shannon Quinn:
Implementing dictionary learning in Apache Flink, Or: How I learned to relax and love iterations. IEEE BigData 2016: 2363-2367 - [c29]Milad Makkie, Xiang Li
, Tianming Liu, Shannon Quinn, Binbin Lin, Jieping Ye:
Distributed rank-1 dictionary learning: Towards fast and scalable solutions for fMRI big data analytics. IEEE BigData 2016: 3396-3403 - [c28]Cheng Lyu, Xiang Li
, Jinglei Lv
, Xintao Hu
, Junwei Han, Lei Quo, Tianming Liu:
Identifying group-wise consistent sub-networks via spatial sparse representation of natural stimulus FMRI data. ISBI 2016: 62-65 - [c27]Xiang Li
, Binbin Lin, Jinglei Lv
, Jieping Ye, Tianming Liu:
Modeling functional network dynamics via multi-scale dictionary learning and network continuums. ISBI 2016: 66-69 - [c26]Xiang Li
, Qinglin Dong, Xi Jiang
, Jinglei Lv
, Tianming Liu:
Multple-demand system identification and characterization via sparse representations of fMRI data. ISBI 2016: 70-73 - [c25]Xiang Li
, Milad Makkie, Binbin Lin, Mojtaba Sedigh Fazli
, Ian Davidson, Jieping Ye, Tianming Liu, Shannon Quinn:
Scalable Fast Rank-1 Dictionary Learning for fMRI Big Data Analysis. KDD 2016: 511-519 - [c24]Xi Jiang
, Xiang Li
, Jinglei Lv
, Shijie Zhao, Shu Zhang, Wei Zhang, Tuo Zhang, Tianming Liu:
Modeling Functional Dynamics of Cortical Gyri and Sulci. MICCAI (1) 2016: 19-27 - [c23]Yujie Li, Hanbo Chen, Xi Jiang
, Xiang Li
, Jinglei Lv
, Hanchuan Peng, Joe Z. Tsien, Tianming Liu:
Discover Mouse Gene Coexpression Landscape Using Dictionary Learning and Sparse Coding. MICCAI (1) 2016: 63-71 - 2015
- [j6]Milad Makkie, Shijie Zhao, Xi Jiang
, Jinglei Lv
, Yu Zhao, Bao Ge, Xiang Li
, Junwei Han, Tianming Liu:
HAFNI-enabled largescale platform for neuroimaging informatics (HELPNI). Brain Informatics 2(4): 225-238 (2015) - [j5]Jinglei Lv
, Xi Jiang
, Xiang Li
, Dajiang Zhu, Hanbo Chen, Tuo Zhang, Shu Zhang, Xintao Hu
, Junwei Han, Heng Huang, Jing Zhang, Lei Guo, Tianming Liu:
Sparse representation of whole-brain fMRI signals for identification of functional networks. Medical Image Anal. 20(1): 112-134 (2015) - [j4]Jinglei Lv
, Xi Jiang
, Xiang Li
, Dajiang Zhu, Shu Zhang, Shijie Zhao, Hanbo Chen, Tuo Zhang, Xintao Hu
, Junwei Han, Jieping Ye, Lei Guo, Tianming Liu:
Holistic Atlases of Functional Networks and Interactions Reveal Reciprocal Organizational Architecture of Cortical Function. IEEE Trans. Biomed. Eng. 62(4): 1120-1131 (2015) - [c22]Zhichao Lian, Xiang Li
, Yi Pan
, Xuan Guo, Le Chen, Guantao Chen, Zhihui Wei, Tianming Liu, Jing Zhang:
Dynamic Bayesian brain network partition and connectivity change point detection. ICCABS 2015: 1-6 - [c21]Xiang Li
, Zhi Zhou, Philipp Keller, Hongkui Zeng, Tianming Liu, Hanchuan Peng:
Interactive exemplar-based segmentation toolkit for biomedical image analysis. ISBI 2015: 168-171 - [c20]Shu Zhang, Xiang Li
, Jinglei Lv
, Xi Jiang
, Bao Ge, Lei Guo, Tianming Liu:
Characterizing and differentiating task-based and resting state FMRI signals via two-stage dictionary learning. ISBI 2015: 675-678 - [c19]Bao Ge, Jin Wang, Jinglei Lv
, Shu Zhang, Shijie Zhao, Wei Zhang, Qinghua Zhao, Xiang Li
, Xi Jiang
, Junwei Han, Lei Guo, Tianming Liu:
Signal sampling for efficient sparse representation of resting state FMRI data. ISBI 2015: 1360-1363 - 2014
- [c18]Xi Jiang
, Jinglei Lv
, Dajiang Zhu, Tuo Zhang, Xiang Li
, Xintao Hu
, Lei Guo, Tianming Liu:
Discovering network-level functional interactions from working memory fMRI data. ISBI 2014: 13-16 - [c17]Zhichao Lian, Xiang Li
, Hongmiao Zhang, Hui Kuang, Kun Xie, Jianchuan Xing, Dajiang Zhu, Joe Z. Tsien, Tianming Liu, Jing Zhang:
Detecting cell assembly interaction patterns via Bayesian based change-point detection and graph inference model.