Translational Data Science Methodology
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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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