Lesion-Harvester: Iteratively Mining Unlabeled Lesions and Hard-Negative Examples at Scale.
Jinzheng CaiAdam P. HarrisonYoujing ZhengKe YanYuankai HuoJing XiaoLin YangLe LuPublished in: IEEE Trans. Medical Imaging (2021)
Keyphrases
- negative examples
- positive examples
- training examples
- training data
- pu learning
- concept learning
- lesion detection
- positive and negative examples
- positive and negative
- unlabeled data
- background knowledge
- training set
- lesion segmentation
- binary classification
- multiple sclerosis
- labeled data
- active learning
- data mining
- semi supervised learning
- breast tissue
- dermoscopy images
- text mining
- knowledge discovery
- skin lesion
- pattern matching
- positive and unlabeled examples
- unsupervised learning
- prior knowledge
- sample size
- decision trees