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2020 – today
- 2024
[i5]Tianxi Cai, Feiqing Huang, Ryumei Nakada, Linjun Zhang, Doudou Zhou:
Contrastive Learning on Multimodal Analysis of Electronic Health Records. CoRR abs/2403.14926 (2024)- 2023
- [j5]Jun Wen
, Xiang Zhang, Everett Neil Rush, Vidul Ayakulangara Panickan, Xingyu Li, Tianrun Cai, Doudou Zhou, Yuk-Lam Ho, Lauren Costa, Edmon Begoli, Chuan Hong, J. Michael Gaziano, Kelly Cho, Junwei Lu, Katherine P. Liao, Marinka Zitnik, Tianxi Cai:
Multimodal representation learning for predicting molecule-disease relations. Bioinform. 39(2) (2023) - [j4]Doudou Zhou, Tianxi Cai, Junwei Lu:
Multi-source Learning via Completion of Block-wise Overlapping Noisy Matrices. J. Mach. Learn. Res. 24: 221:1-221:43 (2023) - [c4]Doudou Zhou, Hao Chen:
A new ranking scheme for modern data and its application to two-sample hypothesis testing. COLT 2023: 3615-3668 - [c3]Yiwei Lou, Yanyuan Chen, Dexuan Xu, Doudou Zhou, Yongzhi Cao, Hanpin Wang, Yu Huang:
Refining the Unseen: Self-supervised Two-stream Feature Extraction for Image Quality Assessment. ICDM 2023: 1193-1198 - [i4]Bryan Cai, Sihang Zeng, Yucong Lin, Zheng Yuan, Doudou Zhou, Lu Tian:
Hierarchical Pretraining for Biomedical Term Embeddings. CoRR abs/2307.00266 (2023) - 2022
- [j3]Doudou Zhou, Ziming Gan, Xu Shi, Alina Patwari, Everett Neil Rush, Clara-Lea Bonzel, Vidul Ayakulangara Panickan, Chuan Hong, Yuk-Lam Ho, Tianrun Cai, Lauren Costa, Xiaoou Li, Victor M. Castro, Shawn N. Murphy, Gabriel A. Brat, Griffin M. Weber, Paul Avillach, J. Michael Gaziano, Kelly Cho, Katherine P. Liao, Junwei Lu, Tianxi Cai:
Multiview Incomplete Knowledge Graph Integration with application to cross-institutional EHR data harmonization. J. Biomed. Informatics 133: 104147 (2022) - [i3]Doudou Zhou, Yufeng Zhang, Aaron Sonabend W., Zhaoran Wang, Junwei Lu, Tianxi Cai:
Federated Offline Reinforcement Learning. CoRR abs/2206.05581 (2022) - [i2]Tianxi Cai, Dong Xia, Luwan Zhang, Doudou Zhou:
Consensus Knowledge Graph Learning via Multi-view Sparse Low Rank Block Model. CoRR abs/2209.13762 (2022) - 2021
- [j2]Chuan Hong, Everett Neil Rush, Molei Liu, Doudou Zhou, Jiehuan Sun, Aaron Sonabend W., Victor M. Castro, Petra Schubert, Vidul Ayakulangara Panickan, Tianrun Cai, Lauren Costa, Zeling He, Nicholas B. Link, Ronald G. Hauser, J. Michael Gaziano, Shawn N. Murphy, George Ostrouchov, Yuk-Lam Ho, Edmon Begoli, Junwei Lu, Kelly Cho, Katherine P. Liao, Tianxi Cai:
Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data. npj Digit. Medicine 4 (2021) - [i1]Doudou Zhou, Tianxi Cai, Junwei Lu:
BELT: Blockwise Missing Embedding Learning Transfomer. CoRR abs/2105.10360 (2021) - 2020
- [j1]Yuri Ahuja, Doudou Zhou, Zeling He, Jiehuan Sun, Victor M. Castro, Vivian S. Gainer, Shawn N. Murphy, Chuan Hong, Tianxi Cai:
sureLDA: A multidisease automated phenotyping method for the electronic health record. J. Am. Medical Informatics Assoc. 27(8): 1235-1243 (2020)
2010 – 2019
- 2019
- [c2]Yuri Ahuja, Doudou Zhou, Zeling He, Jiehuan Sun, Victor M. Castro, Vivian S. Gainer, Shawn N. Murphy, Chuan Hong, Tianxi Cai:
sureLDA: A Novel Multi-Disease Automated Phenotyping Method for the Electronic Health Record. AMIA 2019 - 2017
- [c1]Doudou Zhou, Jianqiang Li, Ji-Jiang Yang, Qing Wang, Weiliang Qiu, Shi Chen, Minhua Lu:
Identify Biological Modules and Hub MiRNAs for Oral Squamous Cell Carcinomas. COMPSAC (2) 2017: 199-203
Coauthor Index
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