A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis
Authors:
- Zhuqi MiaoZMZhuqi Miao
- Meghan D. SealeyMSMeghan D. Sealey
- Shrieraam SathyanarayananSSShrieraam Sathyanarayanan
- Dursun DelenDDDursun Delen
- Lan ZhuLZLan Zhu
- Scott ShepherdSSScott Shepherd
- 24 September 2022
- journal article
- research article
- Published by Elsevier in Information Systems
- Vol. 111
Abstract
No abstract availableKeywords
This publication has 57 references indexed in Scilit:
- Defining and measuring completeness of electronic health records for secondary useJournal of Biomedical Informatics, 2013
- A review of the reporting and handling of missing data in cohort studies with repeated assessment of exposure measuresBMC Medical Research Methodology, 2012
- Mining electronic health records: towards better research applications and clinical careNature Reviews Genetics, 2012
- Causes and predictors of early re-admission after surgery for a fracture of the hipThe Journal of Bone and Joint Surgery. British volume, 2012
- The “Meaningful Use” Regulation for Electronic Health RecordsNew England Journal of Medicine, 2010
- Derivation and validation of an index to predict early death or unplanned readmission after discharge from hospital to the communityCanadian Medical Association Journal, 2010
- Launching HITECHNew England Journal of Medicine, 2010
- Toward a National Framework for the Secondary Use of Health Data: An American Medical Informatics Association White PaperJournal of the American Medical Informatics Association, 2007
- A conceptual basis for feature engineeringJournal of Systems and Software, 1999
- A new method of classifying prognostic comorbidity in longitudinal studies: Development and validationJournal of Chronic Diseases, 1987