Enhancing ICD-Code-Based Case Definition for Heart Failure Using Electronic Medical Record Data
Yuan Xu, Seungwon Lee, Elliot A. Martin, Adam G. D’Souza, Chelsea Doktorchik, Jason Jiang, Sangmin Lee, Cathy A. Eastwood, Nowell M. Fine, Brenda R. Hemmelgarn, Kathryn G. Todd, Hude Quan
Topics & Concepts
AlgorithmMedicineICD-10Sensitivity (control systems)ChartDiagnosis codeGold standard (test)Data miningPopulationMachine learningComputer scienceInternal medicineStatisticsEngineeringMathematicsPsychiatryEnvironmental healthElectronic engineeringHeart Failure Treatment and ManagementMachine Learning in HealthcareMedical Coding and Health Information