Predicting Progression of Age-related Macular Degeneration from Fundus Images using Deep Learning.
Boris BabenkoSiva BalasubramanianKaty E. BlumerGregory S. CorradoLily PengDale R. WebsterNaama HammelAvinash V. VaradarajanPublished in: CoRR (2019)
Keyphrases
- deep learning
- fundus images
- retinal images
- age related macular degeneration
- optic disc
- blood vessels
- diabetic retinopathy
- optical coherence tomography
- unsupervised feature learning
- unsupervised learning
- machine learning
- weakly supervised
- mental models
- low contrast
- region of interest
- domain specific
- higher order
- text mining
- pattern recognition
- feature extraction