Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification.
Zhuoning YuanYan YanMilan SonkaTianbao YangPublished in: CoRR (2020)
Keyphrases
- empirical studies
- image classification
- real world data sets
- empirical analysis
- uci datasets
- feature extraction
- computationally efficient
- experimental design
- objective function
- error rate
- neural network
- receiver operating characteristic
- medical domain
- medical experts
- bag of features
- bag of words
- medical diagnosis
- class distribution
- visual words
- medical imaging
- sparse representation
- image representation
- pairwise
- bayesian networks
- information systems
- learning algorithm