Cost-Sensitive Regularization for Diabetic Retinopathy Grading from Eye Fundus Images.
Adrian GaldranJosé DolzHadi ChakorHervé LombaertIsmail Ben AyedPublished in: CoRR (2020)
Keyphrases
- fundus images
- cost sensitive
- diabetic retinopathy
- automatic detection
- retinal images
- optic disc
- early detection
- optic disk
- multi class
- blood vessels
- medical experts
- cost sensitive classification
- vessel segmentation
- class distribution
- class imbalance
- active learning
- naive bayes
- support vector machine
- low contrast
- machine learning
- multi label
- medical images
- knowledge discovery
- optical coherence tomography
- feature selection