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T

Tianxi Cai

harvard t.h. chan school of public health

71H指数
572论文数
2.1W被引数
收录论文 146
发表时间
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Guided Adversarial Robust Transfer Learning with Source Mixing源混合引导的对抗性鲁棒迁移学习
errJournal of the American Statistical Association
IF3
err2026-09-08
err0
PREAI
errXin Xiong; Zijian Guo; Tianxi Cai
err分享
err收藏
Stratification of Alzheimer’s disease patients using knowledge-guided unsupervised latent factor clustering with electronic health record data基于电子健康记录数据的阿尔茨海默病患者分层：知识引导的无监督潜在因子聚类
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
err分享
err收藏
Phenotypic prediction of missense variants via deep contrastive learning错义变异的表型预测通过深度对比学习
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
err分享
err收藏
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
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
err分享
err收藏
Scaling medical AI across clinical contexts跨临床环境扩展医疗AI
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
err分享
err收藏
The Clinical Topics from the Electronic Health Record of Patients with Rheumatoid Arthritis Before Initiating Targeted Therapies and Association with Future Treatment Course类风湿关节炎患者在接受靶向治疗前的电子健康记录中的临床主题及其与未来治疗过程的关联
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.
err分享
err收藏
Impact of COVID-19 non-pharmaceutical interventions on bacterial infections in children: an international electronic health record-based studyCOVID-19非药物干预措施对儿童细菌感染的影响：一项基于国际电子健康记录的研究
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
err分享
err收藏
Improving classification of myocardial infarction with machine learning in a diverse population利用机器学习在多元人群中改善心肌梗死分类
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.
err分享
err收藏
Integrated analysis for electronic health records with structured and sporadic missingness电子健康记录中结构化与偶发性缺失数据的综合分析
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
err分享
err收藏
Early detection of non-small cell lung cancer: an electronic health record data-driven approach非小细胞肺癌的早期检测：一种基于电子健康记录数据驱动的方法
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
err分享
err收藏
Inference of dependency knowledge graph for Electronic Health Records电子健康记录依赖知识图谱的推理
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
err分享
err收藏
Label efficient phenotyping for Long COVID using electronic health records基于电子健康记录的长新冠高效表型分析
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
err分享
err收藏
ARCH: Large-scale knowledge graph via aggregated narrative codified health records analysisARCH: 通过聚合叙事编纂健康记录分析的大规模知识图谱
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
Semi-supervised Double Deep Learning Temporal Risk Prediction (SeDDLeR) with Electronic Health Records具有电子健康记录的半监督双深度学习时间风险预测 (SeDDLeR)
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
Statistical Methods to Evaluate Surrogate Markers
errMEDICAL CARE
IF2.8
err2023-12-11
err0
PREAI
errParast, Layla; Tian, Lu; Cai, Tianxi; Palaniappan, Latha
err分享
err收藏

研究方向

暂无研究方向
合作学者
合作期刊
R
Ronald C. Kessler
H 指数: 277 · 论文数: 1.7K
F
Frank B. Hu
H 指数: 244 · 论文数: 1.9K
D
David J. Hunter
H 指数: 204 · 论文数: 2.5K
E
Eric B. Rimm
H 指数: 199 · 论文数: 1.3K
P
Peter W.F. Wilson
H 指数: 188 · 论文数: 1.2K
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