Extracting Angina Symptoms from Clinical Notes Using Pre-Trained Transformer Architectures.
Eisman A, Shah N, Eickhoff C, Zerveas G, Chen E, Wu W, Sarkar I. Extracting Angina Symptoms from Clinical Notes Using Pre-Trained Transformer Architectures. AMIA Annual Symposium Proceedings 2021, 2020: 412-421. PMID: 33936414, PMCID: PMC8075440.Peer-Reviewed Original ResearchConceptsChest painAnginal symptomsPalliation of chest painSubsternal chest painShortness of breathPrimary care physicians' notes.Consecutive patientsCardiac testingCardiac riskAngina symptomsPainCardiovascular managementPhysician notesSymptomsClinical notesIllness sectionTransformer architectureSample size