A Pragmatic Ensemble Strategy for Missing Values Imputation in Health Records.
Shivani BatraRohan KhuranaMohammad Zubair KhanWadii BoulilaAnis KoubaaPrakash SrivastavaPublished in: Entropy (2022)
Keyphrases
- missing values
- missing data
- data imputation
- health records
- incomplete data
- missing data imputation
- high dimensional data
- neural network
- training data
- imputation methods
- pattern recognition
- training set
- database
- health care
- missing attribute values
- multiple imputation
- electronic health records
- principal component analysis
- databases