Tianx Cai

Tianxi Cai, ScD

Professor of Biomedical Informatics, Harvard Medical School
John Rock Professor of Population and Translational Data Sciences, Harvard T.H. Chan School of Public Health
Director, Translational Data Science Center for a Learning Health System (CELEHS)

10 Shattuck Street, Room 434, Boston, MA 02115

617-432-4923
CELEHS

Tianxi Cai is a major player in developing analytical tools for mining EHR data and predictive modeling with biomedical data. She provides statistical leadership on several large-scale projects, including the NIH-funded Undiagnosed Diseases Network at DBMI. Cai's research lab develops novel statistical and machine learning methods for several areas including clinical trials, real world evidence, and personalized medicine using genomic and phenomic data. Cai received her ScD in Biostatistics at Harvard and was an assistant professor at the University of Washington before returning to Harvard as a faculty member in 2002.


DBMI Research Areas
Semi-supervised Validation of Multiple Surrogate Outcomes with Application to Electronic Medical Records Phenotyping.
Authors: Hong C, Liao KP, Cai T.
Biometrics
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Association between aspirin dose and subarachnoid hemorrhage from saccular aneurysms: A case-control study.
Authors: Can A, Rudy RF, Castro VM, Yu S, Dligach D, Finan S, Gainer V, Shadick NA, Savova G, Murphy S, Cai T, Weiss ST, Du R.
Neurology
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FUNCTIONAL PRINCIPAL VARIANCE COMPONENT TESTING FOR A GENETIC ASSOCIATION STUDY OF HIV PROGRESSION.
Authors: Agniel D, Xie W, Essex M, Cai T.
Ann Appl Stat
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Association of Interleukin 6 Receptor Variant With Cardiovascular Disease Effects of Interleukin 6 Receptor Blocking Therapy: A Phenome-Wide Association Study.
Authors: Cai T, Zhang Y, Ho YL, Link N, Sun J, Huang J, Cai TA, Damrauer S, Ahuja Y, Honerlaw J, Huang J, Costa L, Schubert P, Hong C, Gagnon D, Sun YV, Gaziano JM, Wilson P, Cho K, Tsao P, O'Donnell CJ, Liao KP.
JAMA Cardiol
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Elevated International Normalized Ratio Is Associated With Ruptured Aneurysms.
Authors: Can A, Castro VM, Dligach D, Finan S, Yu S, Gainer V, Shadick NA, Savova G, Murphy S, Cai T, Weiss ST, Du R.
Stroke
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Heroin Use Is Associated with Ruptured Saccular Aneurysms.
Authors: Can A, Castro VM, Ozdemir YH, Dagen S, Dligach D, Finan S, Yu S, Gainer V, Shadick NA, Savova G, Murphy S, Cai T, Weiss ST, Du R.
Transl Stroke Res
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Pathway aggregation for survival prediction via multiple kernel learning.
Authors: Sinnott JA, Cai T.
Stat Med
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Low Serum Calcium and Magnesium Levels and Rupture of Intracranial Aneurysms.
Authors: Can A, Rudy RF, Castro VM, Dligach D, Finan S, Yu S, Gainer V, Shadick NA, Savova G, Murphy S, Cai T, Weiss ST, Du R.
Stroke
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Association Between Anti-Citrullinated Fibrinogen Antibodies and Coronary Artery Disease in Rheumatoid Arthritis.
Authors: Hejblum BP, Cui J, Lahey LJ, Cagan A, Sparks JA, Sokolove J, Cai T, Liao KP.
Arthritis Care Res (Hoboken)
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Genome-wide Association Study of Dimensional Psychopathology Using Electronic Health Records.
Authors: McCoy TH, Castro VM, Hart KL, Pellegrini AM, Yu S, Cai T, Perlis RH.
Biol Psychiatry
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