Source-free active domain adaptation for diabetic retinopathy grading based on ultra-wide-field fundus images.
Jinye RanGuanghua ZhangFan XiaXimei ZhangJuan XieHao ZhangPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- diabetic retinopathy
- domain adaptation
- fundus images
- multiple sources
- target domain
- retinal images
- optic disc
- automatic detection
- early detection
- blood vessels
- medical experts
- cross domain
- transfer learning
- labeled data
- vessel segmentation
- semi supervised
- data sources
- training data
- domain specific
- data mining
- image analysis