Automatic detection and differential diagnosis of age-related macular degeneration from color fundus photographs using deep learning with hierarchical vision transformer.
Ke XuShenghai HuangZijian YangYibo ZhangYe FangGongwei ZhengBin LinMeng ZhouJie SunPublished in: Comput. Biol. Medicine (2023)
Keyphrases
- automatic detection
- age related macular degeneration
- deep learning
- differential diagnosis
- retinal images
- unsupervised learning
- computer aided
- medical experts
- machine learning
- mental models
- pulmonary nodules
- diabetic retinopathy
- weakly supervised
- computer vision
- blood vessels
- image processing
- supervised learning
- object recognition