Automated arteriole and venule classification using deep learning for retinal images from the UK Biobank cohort.
R. A. WelikalaP. J. FosterPeter WhincupAlicja R. RudnickaChristopher G. OwenD. P. StrachanSarah BarmanPublished in: Comput. Biol. Medicine (2017)
Keyphrases
- deep learning
- retinal images
- age related macular degeneration
- machine learning
- unsupervised learning
- blood vessels
- supervised learning
- vessel segmentation
- text classification
- pattern recognition
- restricted boltzmann machine
- vessel detection
- decision trees
- weakly supervised
- optic disc
- unsupervised feature learning
- natural images
- model selection
- image classification
- feature vectors