Glaucoma detection beyond the optic disc: The importance of the peripapillary region using explainable deep learning.
Ruben HemelingsBart ElenJoão Barbosa BredaMatthew B. BlaschkoPatrick De BoeverIngeborg StalmansPublished in: CoRR (2021)
Keyphrases
- fundus images
- optic disc
- deep learning
- retinal images
- blood vessels
- diabetic retinopathy
- circular hough transform
- machine learning
- unsupervised learning
- unsupervised feature learning
- region of interest
- retinal fundus images
- optical coherence tomography
- weakly supervised
- input image
- mental models
- segmentation scheme
- object detection
- probabilistic model
- reinforcement learning
- image segmentation