Leveraging weak supervision to perform named entity recognition in electronic health records progress notes to identify the ophthalmology exam
Sophia Y. Wang, Justin K. Huang, Hannah Hwang, Wendeng Hu, Shiqi Tao, Tina Hernandez‐Boussard
Topics & Concepts
RecallPrecision and recallComputer scienceArtificial intelligenceTransformerTest setF1 scoreElectronic health recordNatural language processingBaseline (sea)Deep learningLanguage modelMachine learningPsychologyOceanographyHealth careEconomic growthGeologyEconomicsQuantum mechanicsPhysicsCognitive psychologyVoltageBiomedical Text Mining and OntologiesMachine Learning in HealthcareElectronic Health Records Systems