A Domain Adaptation Multi-instance Learning for Diabetic Retinopathy Grading on Retinal Images.
Ruoxian SongPeng CaoJinzhu YangDazhe ZhaoOsmar R. ZaïanePublished in: BIBM (2020)
Keyphrases
- domain adaptation
- multi instance learning
- diabetic retinopathy
- retinal images
- semi supervised learning
- multi instance
- labeled data
- blood vessels
- unlabeled data
- semi supervised
- optic disk
- vessel segmentation
- image annotation
- optic disc
- transfer learning
- multiple sources
- fundus images
- automatic detection
- cross domain
- early detection
- optical coherence tomography
- learning problems
- supervised learning
- unsupervised learning
- machine learning
- region of interest
- text categorization
- active learning
- training data
- learning tasks
- test data
- text classification
- image processing