About

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Screen Shot 2019-11-26 at 10.58.05 AM.pn
Screen Shot 2019-11-26 at 10.58.05 AM.pn

I'm interested in developing statistical methods for life history data under various complex settings typically with the goal to accurately reflect dynamic features of the disease history, identify risk factors for disease progression via screening of high-dimensional covariates and predict future outcomes. My work also involves the design and analysis of personalized n-of-1 clinical trials.

My recent projects aim at improving decision-making by predicting the future course of disease at the patient level using subject-specific profiles that may vary over time. This may involve high-dimensional baseline and time-varying biomarkers as well as trajectory of images. 

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