Doudou Zhou

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 14

Top Topics

Incomplete Knowledge

Quality Assessment

Signal Transduction Pathways

Top Venues

J. Mach. Learn. Res.

Publications

Tianxi Cai, Feiqing Huang, Ryumei Nakada, Linjun Zhang, Doudou Zhou
Contrastive Learning on Multimodal Analysis of Electronic Health Records. CoRR (2024)
Bryan Cai, Sihang Zeng, Yucong Lin, Zheng Yuan, Doudou Zhou, Lu Tian
Hierarchical Pretraining for Biomedical Term Embeddings. CoRR (2023)
Doudou Zhou, Hao Chen
A new ranking scheme for modern data and its application to two-sample hypothesis testing. COLT (2023)
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)
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)
Doudou Zhou, Tianxi Cai, Junwei Lu
Multi-source Learning via Completion of Block-wise Overlapping Noisy Matrices. J. Mach. Learn. Res. 24 (2023)
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 (2022)
Tianxi Cai, Dong Xia, Luwan Zhang, Doudou Zhou
Consensus Knowledge Graph Learning via Multi-view Sparse Low Rank Block Model. CoRR (2022)
Doudou Zhou, Yufeng Zhang, Aaron Sonabend W., Zhaoran Wang, Junwei Lu, Tianxi Cai
Federated Offline Reinforcement Learning. CoRR (2022)
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)
Doudou Zhou, Tianxi Cai, Junwei Lu
BELT: Blockwise Missing Embedding Learning Transfomer. CoRR (2021)
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) (2020)
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)
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)