Doudou Zhou - Publications, H-index & Citations

Doudou Zhou

National University of Singapore

9H指数

61论文数

280被引数

收录论文 11

发表时间

Bending the Learning Curve for EHR Research via Knowledge-Driven Online Multimodal Automated Phenotyping System 通过知识驱动的在线多模态自动化表型系统优化EHR研究的学习曲线

Journal of the American Statistical Association

IF3

2026-09-07

PREAI

Xin Xiong; Sara Morini Sweet; Chuan Hong; Clara-Lea Bonzel; Vidul Ayakulangara Panickan; Doudou Zhou; Linshanshan Wang; William Meyerson; Lauren Costa; Yuk-Lam Ho; Alon Geva; Kenneth D. Mandl; Suchun Cheng; Isaac Kohane; Griffin Weber; J. Michael Gaziano; Michele Morris; Zongqi Xia; Kelly Cho; Katherine P. Liao; Tianrun Cai; Molei Liu; Tianxi Cai

Contrastive Learning on Multimodal Analysis of Electronic Health Records 多模态电子健康记录的对比学习分析

Journal of the American Statistical Association

IF3

2026-07-01

OAAI

Tianxi Cai; Feiqing Huang; Ryumei Nakada; Linjun Zhang; Doudou Zhou

Representation learning to advance multi-institutional studies with electronic health record data from US and France 利用表示学习推进基于美国和法国电子健康记录数据的多机构研究

Nature Communications

IF15.7

2026-04-03

OAAI

Doudou Zhou; Han Tong; Linshanshan Wang; Suqi Liu; Xin Xiong; Ziming Gan; Griffier Romain; Boris P. Hejblum; Yun-Chung Liu; Chuan Hong; Clara-Lea Bonzel; Tianrun Cai; Kevin Pan; Yuk-Lam Ho; Lauren Costa; Vidul A. Panickan; J. Michael Gaziano; Kenneth D. Mandl; Vianney Jouhet; Rodolphe Thiebaut; Zongqi Xia; Kelly Cho; Katherine Liao; Tianxi Cai

Inference of dependency knowledge graph for Electronic Health Records 电子健康记录依赖知识图谱的推理

Journal of the Royal Statistical Society Series B: Statistical Methodology

IF0

2025-09-29

PREAI

Zhiwei Xu; Ziming Gan; Doudou Zhou; Shuting Shen; Junwei Lu; Tianxi Cai

ARCH: Large-scale knowledge graph via aggregated narrative codified health records analysis ARCH: 通过聚合叙事编纂健康记录分析的大规模知识图谱

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2025-02-01

PREAI

Gan, Ziming; Zhou, Doudou; Rush, Everett; Panickan, Vidul A.; Hoe, Yuk-Lam; Ostrouchovm, George; Xu, Zhiwei; Shen, Shuting; Xiong, Xin; Greco, Kimberly F.; Hong, Chuan; Bonzel, Clara-Lea; Wend, Jun; Costa, Lauren; Cai, Tianrun; Begoli, Edmon; Xiaj, Zongqi; Gaziano, J. Michael; Liao, Katherine P.; Cho, Kelly; Cai, Tianxi; Lu, Junwei

Doubly Robust Augmented Model Accuracy Transfer Inference with High Dimensional Features

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2024-06-24

OAAI

Zhou, Doudou; Liu, Molei; Li, Mengyan; Cai, Tianxi

Federated Offline Reinforcement Learning

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2024-04-01

OAAI

Zhou, Doudou; Zhang, Yufeng; Sonabend-W, Aaron; Wang, Zhaoran; Lu, Junwei; Cai, Tianxi

Multiview Incomplete Knowledge Graph Integration with application to cross-institutional EHR data harmonization

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2022-09-01

OAAI

Zhou, Doudou; Gan, Ziming; Shi, Xu; Patwari, Alina; Rush, Everett; Bonzel, Clara-Lea; Panickan, Vidul A.; Hong, Chuan; Ho, Yuk-Lam; Cai, Tianrun; Costa, Lauren; Li, Xiaoou; Castro, Victor M.; Murphy, Shawn N.; Brat, Gabriel; Weber, Griffin; Avillach, Paul; Gaziano, J. Michael; Cho, Kelly; Liao, Katherine P.; Lu, Junwei; Cai, Tianxi

Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data

NPJ DIGITAL MEDICINE

IF15.1

2021-10-27

OAAI

Hong, Chuan; Rush, Everett; Liu, Molei; Zhou, Doudou; Sun, Jiehuan; Sonabend, Aaron; Castro, Victor M.; Schubert, Petra; Panickan, Vidul A.; Cai, Tianrun; Costa, Lauren; He, Zeling; Link, Nicholas; Hauser, Ronald; Gaziano, J. Michael; Murphy, Shawn N.; Ostrouchov, George; Ho, Yuk-Lam; Begoli, Edmon; Lu, Junwei; Cho, Kelly; Liao, Katherine P.; Cai, Tianxi

Double/debiased machine learning for logistic partially linear model

ECONOMETRICS JOURNAL

IF7

2021-06-11

OAAI

Liu, Molei; Zhang, Yi; Zhou, Doudou

Efficient and Bio-inspired Conversion of Cellulose to Formic Acid Catalyzed by Metalloporphyrins in Alkaline Solution

CHINESE JOURNAL OF CHEMISTRY

IF5.5

2017-05-29

PREAI

Liu, Qiang; Zhou, Doudou; Li, Zongxiang; Luo, Weiping; Guo, Cancheng

研究方向