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T

Tianrun Cai

va boston healthcare system
H指数:31
被引数:3,422

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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
2026-04-030
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
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

AMERICAN JOURNAL OF EPIDEMIOLOGY
IF4.8
2025-11-010
PRE
Chen, 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.
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
2025-02-010
PRE
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
Interplay Between Systemic Inflammation, Myocardial Injury, and Coronary Microvascular Dysfunction in Rheumatoid Arthritis: Results From the LiiRA Study
JOURNAL OF THE AMERICAN HEART ASSOCIATION
IF5.3
2024-05-071
OAAI
Weber, Brittany; Weisenfeld, Dana; Massarotti, Elena; Seyok, Thany; Cremone, Gabrielle; Lam, Ethan; Golnik, Charlotte; Brownmiller, Seth; Liu, Feng; Huang, Sicong; Todd, Derrick J.; Coblyn, Jonathan S.; Weinblatt, Michael E.; Cai, Tianrun; Dahal, Kumar; Kohler, Minna; Yinh, Janeth; Barrett, Leanne; Solomon, Daniel H.; Plutzky, Jorge; Schelbert, Heinrich R.; Campisi, Roxana; Bolster, Marcy B.; Di Carli, Marcelo; Liao, Katherine P.
Generate Analysis-Ready Data for Real-world Evidence: Tutorial for Harnessing Electronic Health Records With Advanced Informatic Technologies
JOURNAL OF MEDICAL INTERNET RESEARCH
IF6
2023-05-256
OAAI
Hou, Jue; Zhao, Rachel; Gronsbell, Jessica; Lin, Yucong; Bonzel, Clara-Lea; Zeng, Qingyi; Zhang, Sinian; Beaulieu-Jones, Brett K.; Weber, Griffin M.; Jemielita, Thomas; Wan, Shuyan Sabrina; Hong, Chuan; Cai, Tianrun; Wen, Jun; Panickan, Vidul Ayakulangara; Liaw, Kai-Li; Liao, Katherine; Cai, Tianxi
Multiview Incomplete Knowledge Graph Integration with application to cross-institutional EHR data harmonization
JOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
2022-09-0117
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
Natural Language Processing to Improve Prediction of Incident Atrial Fibrillation Using Electronic Health Records

使用电子健康记录进行自然语言处理以改善对房颤事件的预测

JOURNAL OF THE AMERICAN HEART ASSOCIATION
IF5.3
2022-08-027
OAAI
Ashburner, Jeffrey M.; Chang, Yuchiao; Wang, Xin; Khurshid, Shaan; Anderson, Christopher D.; Dahal, Kumar; Weisenfeld, Dana; Cai, Tianrun; Liao, Katherine P.; Wagholikar, Kavishwar B.; Murphy, Shawn N.; Atlas, Steven J.; Lubitz, Steven A.; Singer, Daniel E.
Binary acronym disambiguation in clinical notes from electronic health records with an application in computational phenotyping

来自电子健康记录的临床笔记中的二进制首字母缩略词歧义消除，并应用于计算表型

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
IF4.1
2022-06-016
PRE
Link, Nicholas B.; Huang, Sicong; Cai, Tianrun; Sun, Jiehuan; Dahal, Kumar; Costa, Lauren; Cho, Kelly; Liao, Katherine; Cai, Tianxi; Hong, Chuan; Collaboration Million Vet Program, Million Veteran Program
Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data
NPJ DIGITAL MEDICINE
IF15.1
2021-10-2729
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
Machine Learning Algorithm For Improving Classification Of Myocardial Infarction Across A Diverse Population Using US Veteran Electronic Health Record Data
CIRCULATION
IF38.6
2021-05-250
PRE
Cho, Kelly; Link, Nicholas; Schubert, Petra; He, Zeling; Honerlaw, Jacqueline P.; Cai, Tianrun; Orkaby, Ariela R.; Qazi, Saadia; Tanukonda, Vidisha; Sun, Jiehuan; Dahal, Kumar; Galloway, Ashley; Costa, Lauren; Zhang, Yichi; Gagnon, David R.; Hong, Chuan; Ho, Yuk-Lam; Gaziano, J. M.; Wilson, Peter W.; Cai, Tianxi; Liao, Katherine P.

研究方向

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K
Katherine P. Liao
H 指数:57论文数:344被引数:1.4万
T
Tianxi Cai
H 指数:71论文数:577被引数:2.1万
C
Chuan Hong
H 指数:32论文数:228被引数:3,551
K
Kelly Cho
H 指数:62论文数:493被引数:2.0万
Y
Yuk‐Lam Ho
H 指数:37论文数:235被引数:1.0万
K
Kumar Dahal
H 指数:11论文数:30被引数:281
C
Clara-Lea Bonzel
H 指数:16论文数:59被引数:597
N
Nicholas Link
H 指数:10论文数:27被引数:645
J
J. Michael Gaziano
H 指数:136论文数:966被引数:6.7万
L
Lauren Costa
H 指数:12论文数:79被引数:1,051