Multiple Imputation for Robust Cluster Analysis to Address Missingness in Medical Data.
Arnold A. HarderGayla R. OlbrichtGodwin EkumaDaniel B. HierTayo Obafemi-AjayiPublished in: IEEE Access (2024)
Keyphrases
- cluster analysis
- medical data
- missing data
- multiple imputation
- data mining
- categorical data
- medical data mining
- medical images
- factor analysis
- hierarchical latent class models
- clustering method
- clinical data
- k means
- clustering algorithm
- missing values
- data mining techniques
- medical information
- incomplete data
- unsupervised learning
- statistical databases
- data analysis
- cluster validity
- databases
- fuzzy c means
- association rules
- medical records
- data sets
- object recognition
- neural network
- information extraction
- database