Enhanced Detection of Referable Diabetic Retinopathy via DCNNs and Transfer Learning.
Michelle Yuen Ting YipZhan Wei LimGilbert LimNguyen Duc QuangHaslina HamzahJinyi HoValentina BellemoYuchen XieXin Qi LeeMong-Li LeeWynne HsuTien Yin WongDaniel Shu Wei TingPublished in: ACCV Workshops (2018)
Keyphrases
- transfer learning
- diabetic retinopathy
- automatic detection
- retinal images
- learning tasks
- knowledge transfer
- early detection
- cross domain
- labeled data
- blood vessels
- medical experts
- optic disc
- machine learning
- semi supervised learning
- reinforcement learning
- transfer knowledge
- active learning
- domain adaptation
- collaborative filtering
- text categorization
- vessel segmentation
- manifold alignment
- optic disk
- cross domain learning
- machine learning algorithms
- expert systems
- unlabeled data
- text classification
- general purpose
- natural language processing
- natural language
- learning algorithm