Deep AUC Maximization for Medical Image Classification: Challenges and Opportunities.
Tianbao YangPublished in: CoRR (2021)
Keyphrases
- image classification
- lessons learned
- image representation
- key issues
- medical diagnosis
- real world
- feature extraction
- image features
- receiver operating characteristic
- logistic regression
- misclassification rate
- decision trees
- feature selection
- bag of words
- medical information
- technical challenges
- data mining
- medical imaging
- error rate
- objective function
- class distribution
- roc curve
- sparse representation
- action recognition
- medical experts
- newly constructed