Automated macular OCT retinal surface segmentation in cases of severe glaucoma using deep learning.
Hui XieJui-Kai WangRandy H. KardonMona Kathryn GarvinXiaodong WuPublished in: Medical Imaging: Image Processing (2022)
Keyphrases
- retinal images
- deep learning
- optical coherence tomography
- surface segmentation
- oct images
- fundus images
- blood vessels
- range images
- imaging modalities
- unsupervised learning
- unsupervised feature learning
- age related macular degeneration
- globally optimal
- machine learning
- deep architectures
- mental models
- data mining
- low contrast
- cross sections
- automated segmentation
- viewpoint
- weakly supervised
- optic disc
- automatic extraction
- named entities
- graph cuts
- medical images
- free form objects