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Author

Doudou Zhou

Observed names: Hou, Jue, Yuk-Lam Ho, Zhou, Doudou
Observed institutions: University of Minnesota, Harvard University, National University of Singapore, VA Boston Healthcare System, Toshiba (United Kingdom), University of California, Davis
ORCID: 0000-0002-0830-2287
Observed ORCID: 0000-0002-0830-2287
OpenAlex ID: A5004052573
Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data
2021 · Chuan Hong, Everett Rush, et al. · npj Digital Medicine · 64
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Multiview Incomplete Knowledge Graph Integration with application to cross-institutional EHR data harmonization
2022 · Doudou Zhou, Ziming Gan, et al. · Journal of Biomedical Informatics · 35
sureLDA: A multidisease automated phenotyping method for the electronic health record
2020 · Yuri Ahuja, Doudou Zhou, et al. · Journal of the American Medical Informatics Association · 33
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Double/debiased machine learning for logistic partially linear model
2021 · Molei Liu, Yi Zhang, et al. · Econometrics Journal · 24
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Federated Offline Reinforcement Learning
2024 · Doudou Zhou, Yufeng Zhang, et al. · Journal of the American Statistical Association · 19
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Knowledge-Driven Online Multimodal Automated Phenotyping System
2023 · Xin Xiong, Sara Morini Sweet, et al. · medRxiv · 18
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Short term forecast of wind power generation based on SVM with pattern matching
2016 · Ziming Zhu, Doudou Zhou, et al. · IEEE International Energy Conference (ENERGYCON) · 13
ARCH: Large-scale knowledge graph via aggregated narrative codified health records analysis
2025 · Ziming Gan, Doudou Zhou, et al. · Journal of Biomedical Informatics · 10
Refining the Unseen: Self-supervised Two-stream Feature Extraction for Image Quality Assessment
2023 · Yiwei Lou, Yanyuan Chen, et al. · Proceedings · 10
Doubly Robust Augmented Model Accuracy Transfer Inference with High Dimensional Features
2024 · Doudou Zhou, Molei Liu, et al. · Journal of the American Statistical Association · 5
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Representation learning to advance multi-institutional studies with electronic health record data from US and France
2026 · Doudou Zhou, Han Tong, et al. · Nature Communications · 4
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Multi-source Learning via Completion of Block-wise Overlapping Noisy Matrices
2021 · Zhou, Doudou, Cai, Tianxi, et al. · arXiv (Cornell University) · 4
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Contrastive Learning on Multimodal Analysis of Electronic Health Records
2026 · Tianxi Cai, Feiqing Huang, et al. · Journal of the American Statistical Association · 3
DOME: Directional medical embedding vectors from Electronic Health Records
2025 · Jun Wen, Hao Xue, et al. · Journal of Biomedical Informatics · 3
Doubly Robust Augmented Model Accuracy Transfer Inference with High Dimensional Features
2022 · Zhou, Doudou, Liu, Molei, et al. · arXiv (Cornell University) · 3
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Semisupervised Calibration of Risk with Noisy Event Times (SCORNET) using electronic health record data
2022 · Yuri Ahuja, Liang Liang, et al. · Biostatistics · 3
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Inference of dependency knowledge graph for Electronic Health Records
2025 · Zhiwei Xu, Ziming Gan, et al. · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2
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Asymptotic Distribution-Free Change-Point Detection for Modern Data Based on a New Ranking Scheme
2025 · Doudou Zhou, Hao Chen · IEEE Transactions on Information Theory · 2
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Federated Offline Reinforcement Learning
2022 · Zhou, Doudou, Zhang, Yufeng, et al. · arXiv (Cornell University) · 2
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RELEAP: reinforcement-enhanced label-efficient active phenotyping for electronic health records
2026 · Yang Yang, Kathryn I Pollak, et al. · JAMIA Open · 1
Robust Automated Harmonization of Heterogeneous Data Through Ensemble Machine Learning: Algorithm Development and Validation Study
2024 · Doris Yang, Doudou Zhou, et al. · JMIR Medical Informatics · 1
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Consensus Knowledge Graph Learning via Multi-view Sparse Low Rank Block Model
2022 · Cai, Tianxi, Xia, Dong, et al. · arXiv (Cornell University) · 1
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A new ranking scheme for modern data and its application to two-sample hypothesis testing
2021 · Zhou, Doudou, Chen, Hao · arXiv (Cornell University) · 1
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Shapley Value Estimation for Multi-Site Data with Blockwise-Missing Features
2026 · Li, Siqi, Fan, Wangxuan, et al. · arXiv (Cornell University)
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Bending the Learning Curve for EHR Research via Knowledge-Driven Online Multimodal Automated Phenotyping System
2026 · Xin Xiong, Sara Morini Sweet, et al. · Figshare
Works count: 60
Citation count: 265
H-index: 9
I10-index: 9
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