Unsupervised Lesion-Aware Transfer Learning for Diabetic Retinopathy Grading in Ultra-Wide-Field Fundus Photography.
Yanmiao BaiJinkui HaoHuazhu FuYan HuXinting GeJiang LiuYitian ZhaoJiong ZhangPublished in: MICCAI (2) (2022)
Keyphrases
- transfer learning
- diabetic retinopathy
- wide field
- retinal images
- automatic detection
- early detection
- pre attentive
- medical experts
- machine learning
- labeled data
- semi supervised
- active illumination
- fundus images
- active learning
- semi supervised learning
- reinforcement learning
- optic disc
- unsupervised learning
- region of interest
- blood vessels
- vessel segmentation
- field of view
- cross domain
- supervised learning
- high resolution
- text categorization
- text classification
- target domain
- learning algorithm
- collaborative filtering
- transfer knowledge
- machine learning algorithms
- text mining
- neural network
- unlabeled data
- object recognition