Translational Data Science Methodology

21st Century Clinical Trials

Strategies to make RCTs more feasible, efficient, pragmatic and reflective of real world settings

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High Dimensional Inference

Strategies to detect signals, perform efficient estimation and derive prediction rules using high dimensional data

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Predictive Analytics

Methodologies to derive prediction rules for disease risk and treatment response at individualized level

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Real World Evidence

Leveraging large scale noisy electronic health records and claims data to infer about causal treatment effects

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