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Description
The overall mission of the Innovation Center is to integrate longitudinal patient-level EHR data into the Sentinel System to enable in-depth investigations of medication outcomes using richer clinical data than are generally not available in insurance claims data. The Master Plan lays out a five-year roadmap for the Sentinel Innovation Center to achieve this vision through four key strategic areas: (1) data infrastructure; (2) feature engineering; (3) causal inference; and (4) detection analytics. The projects focus on utilizing emerging technologies including feature engineering, natural language processing, advanced analytics, and data interoperability to improve Sentinel's capabilities.
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