Transfer Learning for Retinal Vascular Disease Detection: A Pilot Study with Diabetic Retinopathy and Retinopathy of Prematurity.
Guan WangYusuke KikuchiJinglin YiQiong ZouRui ZhouXin GuoPublished in: CoRR (2022)
Keyphrases
- diabetic retinopathy
- retinal images
- pilot study
- transfer learning
- blood vessels
- fundus images
- learning tasks
- vessel segmentation
- knowledge transfer
- labeled data
- optical coherence tomography
- optic disc
- cross domain
- computer games
- low contrast
- semi supervised learning
- reinforcement learning
- retinal fundus images
- machine learning
- automatic detection
- multi task
- text classification
- collaborative filtering
- active learning
- domain adaptation
- transfer knowledge
- artificial intelligence
- learning algorithm
- early detection
- region of interest
- text categorization
- target domain
- supervised learning
- semi supervised
- feature selection
- information retrieval