FixMatch-LS: Semi-supervised skin lesion classification with label smoothing.
Shaofeng ZhouShenwei TianLong YuWeidong WuDezhi ZhangZhen PengZhicheng ZhouJunwen WangPublished in: Biomed. Signal Process. Control. (2023)
Keyphrases
- semi supervised
- skin lesion
- label information
- class labels
- pattern recognition
- supervised learning
- co training
- multi label classification
- feature extraction
- unlabeled data
- multi view
- semi supervised learning
- semi supervised classification
- decision trees
- classification accuracy
- image classification
- malignant melanoma
- ground truth
- support vector
- label propagation
- feature space
- image analysis
- labelled training data
- diagnostic systems
- training data
- labeled and unlabeled data
- text classification
- extracted features
- fully automated
- decision rules
- digital images
- labeled data