Unsupervised deep learning for grading of age-related macular degeneration using retinal fundus images.
Baladitya YellapragadaSascha HornauerKiersten SnyderStella X. YuGlenn YiuPublished in: CoRR (2020)
Keyphrases
- deep learning
- retinal images
- age related macular degeneration
- retinal fundus images
- unsupervised learning
- deep architectures
- weakly supervised
- optic disc
- blood vessels
- restricted boltzmann machine
- unsupervised feature learning
- deep belief networks
- supervised learning
- machine learning
- semi supervised
- region of interest
- mental models
- feature selection
- data mining
- question answering
- text classification
- domain specific
- dimensionality reduction
- reinforcement learning
- computer vision