Lesion Harvester: Iteratively Mining Unlabeled Lesions and Hard-Negative Examples at Scale.
Jinzheng CaiAdam P. HarrisonYoujing ZhengKe YanYuankai HuoJing XiaoLin YangLe LuPublished in: CoRR (2020)
Keyphrases
- negative examples
- positive examples
- training examples
- pu learning
- training data
- lesion detection
- concept learning
- positive and negative examples
- positive and negative
- background knowledge
- unlabeled data
- multiple sclerosis
- lesion segmentation
- data mining
- training set
- positive and unlabeled examples
- dermoscopy images
- unsupervised learning
- class labels
- knowledge discovery
- active learning
- binary classification
- data sets
- data streams
- training samples
- semi supervised learning
- wordnet
- small number
- domain knowledge
- pairwise