Development and validation of techniques for phenotyping ST-elevation myocardial infarction encounters from electronic health records.
Classifying hospital admissions into various acute myocardial infarction phenotypes in electronic health records (EHRs) is a challenging task with strong research implications that remains unsolved. To our knowledge, this study is the first study to design and validate phenotyping algorithms using cardiac catheterizations to identify not only patients with a ST-elevation myocardial infarction (STEMI), but the specific encounter when it occurred.
Author(s): Somani, Sulaiman, Yoffie, Stephen, Teng, Shelly, Havaldar, Shreyas, Nadkarni, Girish N, Zhao, Shan, Glicksberg, Benjamin S
DOI: 10.1093/jamiaopen/ooab068