Addressing Class Imbalance in Electronic Health Records Data Imputation.
Linglong QianZina M. IbrahimAo ZhangRichard J. B. DobsonPublished in: KDH@IJCAI (2023)
Keyphrases
- class imbalance
- electronic health records
- data imputation
- missing values
- missing data
- clinical data
- class distribution
- active learning
- cost sensitive
- clinical trials
- health care
- medical data
- experimental design
- high dimensionality
- concept drift
- medical records
- health information
- feature selection
- data sets
- training data
- neural network
- naive bayes
- learning algorithm
- public health
- information overload
- data analysis
- text mining
- training samples