Imputation of Missing Clinical Covariates for Downstream Classification Problems.
Benjamin AgboHussain Al-AqrabiTariq A. A. AlsbouiMuhammad HussainRichard HillPublished in: IEEE Access (2023)
Keyphrases
- missing data
- missing values
- incomplete data
- multiple imputation
- supply chain
- clinical practice
- data imputation
- regression model
- clinical data
- logistic regression
- sample size
- clinical setting
- neural network
- clinical information
- clinical trials
- patient data
- missing information
- traditional chinese medicine
- imputation methods
- missing data imputation
- treatment planning
- clinical guidelines
- data mining
- databases
- clinical applications
- medical experts
- disease diagnosis
- clinically relevant
- medical diagnostic
- response variable