Diabetic retinopathy screening using deep learning for multi-class imbalanced datasets.
Manisha SainiSeba SusanPublished in: Comput. Biol. Medicine (2022)
Keyphrases
- diabetic retinopathy
- multi class
- imbalanced datasets
- cost sensitive
- cost sensitive learning
- retinal images
- class distribution
- class imbalance
- support vector machine
- decision trees
- binary classification
- ensemble methods
- sampling methods
- multi class classification
- misclassification costs
- base classifiers
- pairwise
- binary classifiers
- feature selection
- object detection
- minority class
- machine learning
- image segmentation