Mixed-methods evaluation of three natural language processing modeling approaches for measuring documented goals-of-care discussions in the electronic health record
Alison M. Uyeda, J. Randall Curtis, Ruth A. Engelberg, Lyndia C. Brumback, Yue Guo, James Sibley, William B. Lober, Trevor Cohen, Janaki Torrence, Joanna Heywood, Sudiptho R. Paul, Erin K. Kross, Robert Y. Lee
Topics & Concepts
Metric (unit)RecallNatural language processingArtificial intelligencePrecision and recallReceiver operating characteristicMedicineDocumentationLogistic regressionMachine learningHealth careComputer scienceInformation retrievalData miningPsychologyCognitive psychologyEngineeringEconomic growthProgramming languageEconomicsOperations managementElectronic Health Records SystemsMachine Learning in HealthcareTopic Modeling