Federated Active Learning Framework for Efficient Annotation Strategy in Skin-lesion Classification.
Zhipeng DengYuqiao YangKenji SuzukiPublished in: CoRR (2024)
Keyphrases
- active learning framework
- skin lesion
- active learning
- pattern recognition
- hierarchical text classification
- decision trees
- classification accuracy
- machine learning
- text classification
- classification systems
- decision rules
- feature selection
- classification algorithm
- feature vectors
- feature space
- digital image processing
- support vector
- feature extraction
- malignant melanoma
- digital images
- fully automated
- diagnostic systems
- multimedia
- metadata