Missing Value Imputation Methods for Electronic Health Records.
Konstantinos PsychogyiosLoukas IliasChristos NtanosDimitris AskounisPublished in: IEEE Access (2023)
Keyphrases
- electronic health records
- missing values
- imputation methods
- missing data
- missing data imputation
- data imputation
- clinical data
- incomplete data
- clinical trials
- health records
- medical data
- medical records
- health care
- health information
- high dimensional data
- incomplete data sets
- k nearest neighbour
- knn
- multi layer perceptron
- information overload
- database
- original data
- machine learning algorithms
- medical images
- machine learning