Detecting multiple retinal diseases in ultra-widefield fundus imaging and data-driven identification of informative regions with deep learning.
Justin EngelmannAlice D. McTrustyIan J. C. MacCormickEmma PeadAmos J. StorkeyMiguel O. BernabeuPublished in: Nat. Mac. Intell. (2022)
Keyphrases
- deep learning
- data driven
- retinal images
- blood vessels
- unsupervised learning
- optical coherence tomography
- image processing
- region of interest
- age related macular degeneration
- unsupervised feature learning
- high resolution
- learning strategies
- text mining
- weakly supervised
- input image
- pattern recognition
- machine learning