Transfer learning for diabetic retinopathy.
Jeremy BensonHector CarrilloJeffrey WigdahlSheila C. NemethJohn MaynardGilberto ZamoraE. Simon BarrigaTrilce EstradaPeter SolizPublished in: Medical Imaging: Image Processing (2018)
Keyphrases
- transfer learning
- diabetic retinopathy
- retinal images
- automatic detection
- early detection
- learning tasks
- knowledge transfer
- cross domain
- medical experts
- machine learning
- optic disc
- reinforcement learning
- labeled data
- blood vessels
- active learning
- collaborative filtering
- vessel segmentation
- transfer knowledge
- semi supervised learning
- machine learning algorithms
- text mining
- text classification
- manifold alignment
- domain adaptation
- multi task
- text categorization
- target domain
- medical images
- artificial intelligence
- training data
- similarity measure
- feature selection