Convolutional neural networks based transfer learning for diabetic retinopathy fundus image classification.
Xiaogang LiTiantian PangBiao XiongWeixiang LiuPing LiangTianfu WangPublished in: CISP-BMEI (2017)
Keyphrases
- transfer learning
- diabetic retinopathy
- convolutional neural networks
- image classification
- retinal images
- automatic detection
- early detection
- learning tasks
- blood vessels
- knowledge transfer
- image features
- active learning
- fundus images
- optic disc
- medical experts
- cross domain
- feature extraction
- labeled data
- reinforcement learning
- text classification
- multi task
- collaborative filtering
- text categorization
- vessel segmentation
- semi supervised learning
- machine learning
- machine learning algorithms
- domain adaptation
- breast cancer
- transfer knowledge
- knowledge base
- text mining
- image processing
- learning algorithm
- unlabeled data
- decision trees