Self-adaptive Transfer Learning for Multicenter Glaucoma Classification in Fundus Retina Images.
Yiming BaoJun WangTong LiLinyan WangJianwei XuJuan YeDahong QianPublished in: OMIA@MICCAI (2021)
Keyphrases
- transfer learning
- fundus images
- retinal images
- image classification
- blood vessels
- input image
- text classification
- machine learning
- learning tasks
- labeled data
- region of interest
- optic nerve
- machine learning algorithms
- age related macular degeneration
- cross domain learning
- semi supervised learning
- object recognition
- knowledge transfer
- reinforcement learning
- cross domain text classification
- class labels
- learning algorithm
- supervised learning
- knn
- decision trees
- support vector
- cross domain
- feature selection
- manifold alignment
- transfer knowledge
- multi task learning
- domain adaptation
- model selection
- multi task
- feature space
- data sets
- training samples