Predicting Age-related Macular Degeneration Progression with Longitudinal Fundus Images Using Deep Learning.
Junghwan LeeTingyi WanyanQingyu ChenTiarnan D. L. KeenanBenjamin S. GlicksbergEmily Y. ChewZhiyong LuFei WangYifan PengPublished in: MLMI@MICCAI (2022)
Keyphrases
- deep learning
- fundus images
- retinal images
- age related macular degeneration
- optic disc
- blood vessels
- optical coherence tomography
- diabetic retinopathy
- cross sectional
- unsupervised learning
- unsupervised feature learning
- machine learning
- mental models
- weakly supervised
- region of interest
- low contrast
- pattern recognition