Collaborative learning of weakly-supervised domain adaptation for diabetic retinopathy grading on retinal images.
Peng CaoQingshan HouRuoxian SongHaonan WangOsmar R. ZaïanePublished in: Comput. Biol. Medicine (2022)
Keyphrases
- diabetic retinopathy
- retinal images
- target domain
- cross domain
- labeled data
- blood vessels
- optic disk
- superpixels
- vessel segmentation
- transfer learning
- optic disc
- semi supervised
- fundus images
- unlabeled data
- topic models
- automatic detection
- early detection
- semi supervised learning
- domain specific
- region of interest
- training data
- named entities
- co training
- training examples
- active learning
- learning process
- multiscale