Title John Rock Professor of Population and Translational Data Sciences Institution Harvard T.H. Chan School of Public Health Address Harvard School of Public Health Bldg 1, RM 411 655 Huntington Ave Boston MA 02115
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Title
Professor of Biomedical Informatics
Institution
Harvard Medical School
Department
Biomedical Informatics
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Biography
Harvard University | Sc.D. | 1999 | |
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Overview
Dr. Cai’s current research interests are mainly in the area of biomarker evaluation; model selection and validation; prediction methods; personalized medicine in disease diagnosis, prognosis and treatment; statistical inference with high dimensional data; and survival analysis.
In addition to her methdological research, Dr. Cai also collaborates with the I2B2 (Informatics for Integrating Biology and the Bedside) center on developing a scalable informatics framework that will bridge clinical research data and the vast data banks arising from basic science research in order to better understand the genetic bases of complex diseases.
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Research
The research activities and funding listed below are automatically derived from
NIH ExPORTER and other sources, which might result in incorrect or missing items.
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U01FD007929
(BOURGEOIS, FLORENCE)
Sep 1, 2023 - Aug 31, 2026
Generating Reproducible Real-World Evidence with Multi-Source Data to Capture Unstructured Clinical Endpoints for Chronic Diseases
Role: Co-Principal Investigator
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R01AR080193
(LIAO, KATHERINE PHOENIX)
Jul 1, 2022 - Jun 30, 2026
Bridging clinical trial and real-world data via machine learning to advance rheumatoid arthritis treatment strategies
Role: Co-Principal Investigator
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R01LM013614
(CAI, TIANXI)
Aug 1, 2021 - Apr 30, 2025
Semi-supervised Approaches to Denoising Electronic Health Records Data for Risk Prediction
Role: Principal Investigator
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R21AR078339
(CAI, TIANXI ;LIAO, KATHERINE PHOENIX)
Jul 1, 2021 - Jun 30, 2023
Studying exceptional treatment non-responders and genetics to predict treatment response in rheumatoid arthritis
Role: Co-Principal Investigator
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R21CA242940
(CAI, TIANXI)
Jul 1, 2019 - Jun 30, 2021
Semi-supervised Algorithms for Risk Assessment with Noisy EHR Data
Role: Principal Investigator
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R01GM079330
(CAI, TIANXI)
Jun 1, 2007 - Jun 30, 2016
Robust Approaches to the Development and Evaluation of Prognostic Classifiers
Role: Principal Investigator
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Bibliographic
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