A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis
Zhuqi Miao, Meghan D. Sealey, Shrieraam Sathyanarayanan, Dursun Delen, Lan Zhu, Scott Shepherd
Topics & Concepts
WorkflowComputer scienceHealth recordsElectronic health recordDatabaseData miningScheme (mathematics)Data scienceImputation (statistics)Process managementHealth careMissing dataEngineeringEconomicsMachine learningMathematicsMathematical analysisEconomic growthMedical Coding and Health InformationData Quality and ManagementElectronic Health Records Systems