Developing and validating natural language processing algorithms for radiology reports compared to ICD-10 codes for identifying venous thromboembolism in hospitalized medical patients
Amol A. Verma, Hassan Masoom, Chloé Pou-Prom, Saeha Shin, Michael Guerzhoy, Michael Fralick, Muhammad Mamdani, Fahad Razak
Topics & Concepts
MedicinePulmonary embolismAlgorithmReceiver operating characteristicVenous thromboembolismVenous thrombosisArea under the curveRadiologyGold standard (test)Diagnosis codeMachine learningThrombosisInternal medicinePopulationEnvironmental healthComputer scienceVenous Thromboembolism Diagnosis and ManagementAcute Myocardial Infarction ResearchUltrasound in Clinical Applications