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Tianxi Cai

Harvard University

71H-index
571Paper Count
2.1WCitation Count
Published Papers 145
Publication Date
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Stratification of Alzheimer’s disease patients using knowledge-guided unsupervised latent factor clustering with electronic health record data
errCommunications Medicine
IF6.3
err2026-04-20
err0
errOAAI
errLinshanshan Wang; Shruthi Venkatesh; Michele Morris; Mengyan Li; Ratnam Srivastava; Shyam Visweswaran; Oscar L. Lopez; Zongqi Xia; Tianxi Cai
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Phenotypic prediction of missense variants via deep contrastive learning
errNature Biomedical Engineering
IF26.6
err2026-04-14
err0
PREAI
errJun Wen; Sihang Zeng; Clara-Lea Bonzel; Shilpa Nadimpalli Kobren; Jiangchuan Du; Yi Chai; Hao Wang; Meng Zhu; Siwei Chen; Fangwei Leng; Harrison G. Zhang; Katherine P. Liao; Kelly Cho; Isaac S. Kohane; Marinka Zitnik; Alexandre C. Pereira; Jun S. Liu; Tianxi Cai
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Representation learning to advance multi-institutional studies with electronic health record data from US and France
errNature Communications
IF15.7
err2026-04-03
err0
errOAAI
errDoudou 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
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errSave
Scaling medical AI across clinical contexts
errNature Medicine
IF50
err2026-02-03
err0
PREAI
errMichelle M. Li; Ben Y. Reis; Adam Rodman; Tianxi Cai; Noa Dagan; Ran D. Balicer; Joseph Loscalzo; Isaac S. Kohane; Marinka Zitnik
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errSave
The Clinical Topics from the Electronic Health Record of Patients with Rheumatoid Arthritis Before Initiating Targeted Therapies and Association with Future Treatment Course
errACR OPEN RHEUMATOLOGY
IF2.8
err2025-12-02
err0
errOAAI
errTang, Jason; Weisenfeld, Dana; Wang, Linshanshan; Jeffway, Mary; Cagan, Andrew; Bonzel, Clara Lea; Mcdermott, Gregory C.; Cai, Tianxi; Liao, Katherine P.
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Impact of COVID-19 non-pharmaceutical interventions on bacterial infections in children: an international electronic health record-based study
errBMJ Public Health
IF0
err2025-12-01
err0
errOAAI
errZachariasse, Joany M.; Gutierrez-Sacristan, Alba; Makwana, Simran; Li, Xiudi; Bhatnagar, Surbhi; Hanauer, David A.; Kainth, Mundeep K.; Morris, Michele; Rubio-Mayo, Paula; Saez, Carlos; Shah, Mohsin Ali; Aronow, Bruce J.; Badenes, Rafael; Cai, Tianxi; Garcia Barrio, Noelia; Issitt, Richard W.; Mandl, Kenneth D.; Milani, Gregorio P.; Moshal, Karyn; Newburger, Jane W.; Omenn, Gilbert S.; Romero-Garcia, Nekane; Sperotto, Francesca; Spiridou, Anastasia; Visweswaran, Shyam; Xia, Zongqi; Bourgeois, Florence T.; Avillach, Paul
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Improving classification of myocardial infarction with machine learning in a diverse population
errAMERICAN JOURNAL OF EPIDEMIOLOGY
IF4.8
err2025-11-01
err0
PREAI
errChen, Alicia W.; Hong, Chuan; Ho, Yuk Lam; Link, Nicholas; Honerlaw, Jacqueline P.; Tanukonda, Vidisha; Orkaby, Ariela R.; Qazi, Saadia; Melley, Connor; Galloway, Ashley; Costa, Lauren; Maripuri, Monika; Wang, Xuan; Zhang, Yichi; Schubert, Petra; Cai, Tianrun; He, Zeling; Panickan, Vidul A.; Rosser, Morgan; Tarko, Laura; Dowell, Sharon; Feldman, Candace; Kerr, Gail; Gaziano, J. Michael; Wilson, Peter W. F.; Cho, Kelly; Cai, Tianxi; Liao, Katherine P.
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errSave
Integrated analysis for electronic health records with structured and sporadic missingness
errJournal of Biomedical Informatics
IF4.5
err2025-10-16
err0
PREAI
errJianbin Tan; Yan Zhang; Chuan Hong; T. Tony Cai; Tianxi Cai; Anru R. Zhang
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errSave
Early detection of non-small cell lung cancer: an electronic health record data-driven approach
errBMC Medicine
IF8.3
err2025-10-12
err0
errOAAI
errXiudi Li; Erin Y. Yuan; Stephen J. Kuperberg; Clara-Lea Bonzel; Mary I. Jeffway; Tianrun Cai; Katherine P. Liao; Raquel Aguiar-Ibáñez; Yu-Han Kao; Melissa L. Santorelli; David C. Christiani; Tianxi Cai; Rui Duan
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errSave
Inference of dependency knowledge graph for Electronic Health Records
errJournal of the Royal Statistical Society Series B: Statistical Methodology
IF0
err2025-09-29
err0
PREAI
errZhiwei Xu; Ziming Gan; Doudou Zhou; Shuting Shen; Junwei Lu; Tianxi Cai
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errSave
Label efficient phenotyping for Long COVID using electronic health records
errnpj Digital Medicine
IF15.1
err2025-07-04
err0
errOAAI
errChuan Hong; Jun Wen; Harrison G. Zhang; Vidul Ayakulangara Panickan; Doris Y. Yang; Alicia W. Chen; Xin Xiong; Xuan Wang; Michele Morris; Sara Morini; Rahul Sangar; Andrew Dey; Malarkodi J. Samayamuthu; Katherine Liao; Clara-Lea Bonzel; Vidisha Tanukonda; Monika Maripuri; Jacqueline Honerlaw; Yuk-Lam Ho; Shyam Visweswaran; Isaac S. Kohane; Kelly Cho; Gabriel Brat; Zongqi Xia; Tianxi Cai
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errSave
ARCH: Large-scale knowledge graph via aggregated narrative codified health records analysis
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2025-02-01
err0
PREAI
errGan, 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
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errSave
Multisource representation learning for pediatric knowledge extraction from electronic health records
errNPJ DIGITAL MEDICINE
IF15.1
err2024-11-13
err0
errOAAI
errLi, Mengyan; Li, Xiaoou; Pan, Kevin; Geva, Alon; Yang, Doris; Sweet, Sara Morini; Bonzel, Clara-Lea; Panickan, Vidul Ayakulangara; Xiong, Xin; Mandl, Kenneth; Cai, Tianxi
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Semi-Supervised Triply Robust Inductive Transfer Learning
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2024-10-10
err0
errOAAI
errCai, Tianxi; Li, Mengyan; Liu, Molei
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Semi-supervised Double Deep Learning Temporal Risk Prediction (SeDDLeR) with Electronic Health Records
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2024-09-01
err0
PREAI
errNogues, Isabelle-Emmanuella; Wen, Jun; Zhao, Yihan; Bonzel, Clara-Lea; Castro, Victor M.; Lin, Yucong; Xu, Shike; Hou, Jue; Cai, Tianxi
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Doubly Robust Augmented Model Accuracy Transfer Inference with High Dimensional Features
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2024-06-24
err0
errOAAI
errZhou, Doudou; Liu, Molei; Li, Mengyan; Cai, Tianxi
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FINDING THE OPTIMAL DYNAMIC TREATMENT REGIMES USING SMOOTH FISHER CONSISTENT SURROGATE LOSS
errANNALS OF STATISTICS
IF3.7
err2024-04-01
err1
PREAI
errLaha, Nilanjana; Sonabend-w, Aaron; Mukherjee, Rajarshi; Cai, Tianxi
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Federated Offline Reinforcement Learning
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2024-04-01
err1
errOAAI
errZhou, Doudou; Zhang, Yufeng; Sonabend-W, Aaron; Wang, Zhaoran; Lu, Junwei; Cai, Tianxi
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Statistical Methods to Evaluate Surrogate Markers
errMEDICAL CARE
IF2.8
err2023-12-11
err0
PREAI
errParast, Layla; Tian, Lu; Cai, Tianxi; Palaniappan, Latha
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Can earlier biomarker measurements explain a treatment effect on diabetes incidence? A robust comparison of five surrogate markers
errBMJ OPEN DIABETES RESEARCH & CARE
IF4.1
err2023-10-31
err1
errOAAI
errParast, Layla; Tian, Lu; Cai, Tianxi; Palaniappan, Latha P.
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Research Directions

No research directions
Co-authors
Cooperation Journals
R
Ronald C. Kessler
H-index: 277 · Papers: 1.7K
F
Frank B. Hu
H-index: 244 · Papers: 1.9K
D
David J. Hunter
H-index: 204 · Papers: 2.5K
E
Eric B. Rimm
H-index: 199 · Papers: 1.3K
P
Peter W.F. Wilson
H-index: 188 · Papers: 1.2K
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