Labeling Cost Sensitive Batch Active Learning For Brain Tumor Segmentation.
Maohao ShenJacky Y. ZhangLeihao ChenWeiman YanNeel JaniBrad SuttonOluwasanmi KoyejoPublished in: ISBI (2021)
Keyphrases
- active learning
- cost sensitive
- brain tumor segmentation
- batch mode
- cost sensitive learning
- binary classification
- misclassification costs
- magnetic resonance images
- uncertainty sampling
- cost sensitive classification
- learning algorithm
- class imbalance
- random sampling
- class distribution
- semi supervised
- training set
- active learning strategies
- machine learning
- labeled data
- supervised learning
- training examples
- probability estimates
- generalization error
- boosting algorithms
- semi supervised learning
- multi class