Harmonization Centered Ensemble For Small And Highly Imbalanced Medical Data Classification.
Jiaru LiBowen XinZiyi YangJunyan XuShaoli SongXiuying WangPublished in: ISBI (2021)
Keyphrases
- medical data
- highly imbalanced
- class distribution
- training set
- medical images
- medical data mining
- feature selection
- classification accuracy
- decision trees
- imbalanced data
- text classification
- training samples
- feature set
- unsupervised learning
- machine learning algorithms
- benchmark datasets
- decision rules
- classification models
- small number
- feature vectors
- class imbalance
- ensemble classifier
- feature space
- support vector
- feature extraction