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Some of the work I am doing right now could be characterized as discovering phenotypes from electronic health records. So when one of my co-workers mentioned this database, I thought “Oh boy! Oh boy! Oh boy!” This is a list of validated algorithms for various systems, and typically refers to a peer-reviewed publication. So once I get my stuff published, I’m heading here next.

Kirby JC et al. PheKB. A knowledge base for discovering phenotypes from electronic health records. Available at https://phekb.org/. There is a publication that provides more details.