Imputation of Missing Data in Electronic Health Records Based on Patients' Similarities.
Ali JazayeriOu Stella LiangChristopher C. YangPublished in: J. Heal. Informatics Res. (2020)
Keyphrases
- missing data
- electronic health records
- clinical data
- clinical trials
- medical records
- health records
- medical data
- missing values
- health care providers
- multiple imputation
- patient data
- low rank
- incomplete data
- patient care
- health care
- statistical analysis
- health data
- data imputation
- domain experts
- decision support system
- raw data
- imputation methods
- medical images
- knowledge discovery
- free text
- health information
- data sets
- information overload
- mr images
- nearest neighbor
- data points
- data sources
- decision making