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Author Details

Tianxi Cai
Harvard T.H. Chan School of Public Health
1999
277
51
PMIDPaper TitleJournal TitlePublished Year
34623035Association Between Inflammation, Incident Heart Failure, and Heart Failure Subtypes in Patients With Rheumatoid Arthritis.Arthritis Care Res (Hoboken)2023
36372072Using a surrogate with heterogeneous utility to test for a treatment effect.Stat Med2023
35426444Robust approach to combining multiple markers to improve surrogacy.Biometrics2023
37603326Endovascular Aneurysm Repair Devices as a Use Case for Postmarketing Surveillance of Medical Devices.JAMA Intern Med2023
37276949Multimodal learning on graphs for disease relation extraction.J Biomed Inform2023
37331495Semi-supervised calibration of noisy event risk (SCANER) with electronic health records.J Biomed Inform2023
37269020Utilizing biologic disease-modifying anti-rheumatic treatment sequences to subphenotype rheumatoid arthritis.Arthritis Res Ther2023
36882092Framework of the Centralized Interactive Phenomics Resource (CIPHER) standard for electronic health data-based phenomics knowledgebase.J Am Med Inform Assoc2023
37003169An efficient landmark model for prediction of suicide attempts in multiple clinical settings.Psychiatry Res2023
36805623Multimodal representation learning for predicting molecule-disease relations.Bioinformatics2023
37121095Identifying shared genetic architecture between rheumatoid arthritis and other conditions: a phenome-wide association study with genetic risk scores.EBioMedicine2023
36738870Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record?J Biomed Inform2023
37425708Diversity and Scale: Genetic Architecture of 2,068 Traits in the VA Million Veteran Program.medRxiv2023
37227772Generate Analysis-Ready Data for Real-world Evidence: Tutorial for Harnessing Electronic Health Records With Advanced Informatic Technologies.J Med Internet Res2023
34747010Risk prediction with imperfect survival outcome information from electronic health records.Biometrics2023
34623035Association Between Inflammation, Incident Heart Failure, and Heart Failure Subtypes in Patients With Rheumatoid Arthritis.Arthritis Care Res (Hoboken)2023
35166342Semisupervised Calibration of Risk with Noisy Event Times (SCORNET) using electronic health record data.Biostatistics2023
34874550Testing for heterogeneity in the utility of a surrogate marker.Biometrics2023
37603326Endovascular Aneurysm Repair Devices as a Use Case for Postmarketing Surveillance of Medical Devices.JAMA Intern Med2023
35426444Robust approach to combining multiple markers to improve surrogacy.Biometrics2023
37425708Diversity and Scale: Genetic Architecture of 2,068 Traits in the VA Million Veteran Program.medRxiv2023
37121095Identifying shared genetic architecture between rheumatoid arthritis and other conditions: a phenome-wide association study with genetic risk scores.EBioMedicine2023
37276949Multimodal learning on graphs for disease relation extraction.J Biomed Inform2023
37269020Utilizing biologic disease-modifying anti-rheumatic treatment sequences to subphenotype rheumatoid arthritis.Arthritis Res Ther2023
37003169An efficient landmark model for prediction of suicide attempts in multiple clinical settings.Psychiatry Res2023
37331495Semi-supervised calibration of noisy event risk (SCANER) with electronic health records.J Biomed Inform2023
37227772Generate Analysis-Ready Data for Real-world Evidence: Tutorial for Harnessing Electronic Health Records With Advanced Informatic Technologies.J Med Internet Res2023
36882092Framework of the Centralized Interactive Phenomics Resource (CIPHER) standard for electronic health data-based phenomics knowledgebase.J Am Med Inform Assoc2023
36805623Multimodal representation learning for predicting molecule-disease relations.Bioinformatics2023
36738870Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record?J Biomed Inform2023
36372072Using a surrogate with heterogeneous utility to test for a treatment effect.Stat Med2023
34874550Testing for heterogeneity in the utility of a surrogate marker.Biometrics2023
35166342Semisupervised Calibration of Risk with Noisy Event Times (SCORNET) using electronic health record data.Biostatistics2023
34747010Risk prediction with imperfect survival outcome information from electronic health records.Biometrics2023
32909599A divide-and-conquer method for sparse risk prediction and evaluation.Biostatistics2022
35768548International electronic health record-derived post-acute sequelae profiles of COVID-19 patients.NPJ Digit Med2022
35512327Impact of Coronavirus Disease 2019 (COVID-19) Severity on Long-term Events in United States Veterans Using the Veterans Affairs Severity Index for COVID-19 (VASIC).J Infect Dis2022
35754309New weighting methods when cases are only a subset of events in a nested case-control study.Biom J2022
35753014Semi-supervised approach to event time annotation using longitudinal electronic health records.Lifetime Data Anal2022
36275859Efficient Evaluation of Prediction Rules in Semi-Supervised Settings under Stratified Sampling.J R Stat Soc Series B Stat Methodol2022
35872266Multiview Incomplete Knowledge Graph Integration with application to cross-institutional EHR data harmonization.J Biomed Inform2022
36273240A semi-supervised adaptive Markov Gaussian embedding process (SAMGEP) for prediction of phenotype event times using the electronic health record.Sci Rep2022
35737384Temporal Trends in Clinical Evidence of 5-Year Survival Within Electronic Health Records Among Patients With Early-Stage Colon Cancer Managed With Laparoscopy-Assisted Colectomy vs Open Colectomy.JAMA Netw Open2022
36064111Weakly Semi-supervised phenotyping using Electronic Health records.J Biomed Inform2022
36062392Identifying surrogate markers in real-world comparative effectiveness research.Stat Med2022
35405530Binary acronym disambiguation in clinical notes from electronic health records with an application in computational phenotyping.Int J Med Inform2022
35854436Comorbidity Influences the Comparative Safety of Biologic Therapy in Older Adults With Inflammatory Bowel Diseases.Am J Gastroenterol2022
35660521Scalable relevance ranking algorithm via semantic similarity assessment improves efficiency of medical chart review.J Biomed Inform2022
35598225Patterns of Utilization and Expenditure Across Multiple Sclerosis Disease-Modifying Therapies: A Retrospective Cohort Study Using Claims Data from a Commercially Insured Population in the United States, 2010-2019.Neurol Ther2022
37975021Individual Data Protected Integrative Regression Analysis of High-Dimensional Heterogeneous Data.J Am Stat Assoc2022
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Collaborators

Shawn N Murphy
Harvard Medical School
Co-authored papers 65
Katherine P Liao
Co-authored papers 63
Vivian S Gainer
Co-authored papers 58
Isaac S Kohane
Harvard Medical School
Co-authored papers 50
Susanne Churchill
Harvard Medical School, Brigham and Women's Hospital
Co-authored papers 36
Elizabeth W Karlson
Brigham and Women's Hospital
Co-authored papers 34
Ashwin N Ananthakrishnan
Co-authored papers 32
Guergana Savova
Boston Children's Hospital, Harvard Medical School.
Co-authored papers 30
Victor M Castro
Center for Quantitative Health, Massachusetts General Hospital
Co-authored papers 30
Chuan Hong
Harvard Medical School, USA Duke University
Co-authored papers 29
Lu Tian
Stanford University
Co-authored papers 28
Peter Szolovits
Massachusetts Institute of Technology
Co-authored papers 25
Nancy A Shadick
Co-authored papers 20
Zongqi Xia
University of Pittsburgh
Co-authored papers 19
Dmitriy Dligach
Loyola University
Co-authored papers 18
Scott T Weiss
Brigham and Women's Hospital, Harvard Medical School
Co-authored papers 18
Kelly Cho
VA Boston Healthcare System
Co-authored papers 18
Robert M Plenge
Co-authored papers 15
Xuan Wang
Co-authored papers 13
Yuk-Lam Ho
Co-authored papers 13
Paul Avillach
Harvard Medical School
Co-authored papers 11
Jordan W Smoller
Center for Genomic Medicine, Massachusetts General Hospital
Co-authored papers 10
Molei Liu
Columbia University's Mailman School of Public Health
Co-authored papers 10
Griffin M Weber
Harvard Medical School
Co-authored papers 10
John Michael Gaziano
VA Boston Healthcare System
Co-authored papers 10
Majken K Jensen
Co-authored papers 9
Roy H Perlis
Center for Quantitative Health, Massachusetts General Hospital
Co-authored papers 8
Jessica Minnier
Louis Stokes Cleveland VA Medical Center Cleveland
Co-authored papers 7
Nathan Palmer
Harvard Medical School
Co-authored papers 7
Kenneth D Mandl
Boston Children's Hospital
Co-authored papers 7
Release 1.2