A method for controlling complex confounding effects in the detection of adverse drug reactions using electronic health records.
Electronic health records (EHRs) contain information to detect adverse drug reactions (ADRs), as they contain comprehensive clinical information. A major challenge of using comprehensive information involves confounding. We propose a novel data-driven method to identify ADR signals accurately by adjusting for confounders.
Author(s): Li, Ying, Salmasian, Hojjat, Vilar, Santiago, Chase, Herbert, Friedman, Carol, Wei, Ying
DOI: 10.1136/amiajnl-2013-001718