Introduction to the Signal Detection Analytics Core in the Sentinel Innovation Center

Signal detection techniques in longitudinal databases have been extensively piloted in the U.S. Food and Drug Administration's Sentinel Initiative. The Sentinel Innovation Center's leveraging of electronic health record (EHR) data presents new challenges when accounting for data missingness and the capture of key features in unstructured clinical text. How can we prioritize the signal among the noise, or the right hay in the haystack?

Target Audience:
Medical informaticists, medical product safety and real-world evidence researchers and regulators