Challenges associated with missing data in electronic health records: A case study of a risk prediction model for diabetes using data from Slovenian primary care.
Gregor StiglicPrimoz KocbekNino FijackoAziz SheikhMajda PajnkiharPublished in: Health Informatics J. (2019)
Keyphrases
- missing data
- missing values
- prediction model
- incomplete data
- data sets
- data sources
- data analysis
- electronic health records
- knowledge discovery
- databases
- high dimensional data
- statistical analysis
- data points
- regression model
- health care
- association rules
- raw data
- expert systems
- training data
- sensitive information
- decision making
- chronic disease
- multiple imputation