Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images Using Bayesian Deep Learning.
Suman SedaiBhavna J. AntonyDwarikanath MahapatraRahil GarnaviPublished in: COMPAY/OMIA@MICCAI (2018)
Keyphrases
- oct images
- optical coherence tomography
- joint segmentation
- deep learning
- fundus images
- image analysis
- input image
- retinal images
- deformable registration
- ground truth
- image data
- imaging modalities
- three dimensional
- object recognition
- image features
- image registration
- test images
- unsupervised learning
- segmentation algorithm
- deformation field
- partial occlusion
- image processing
- optic disc
- information extraction
- similarity measure
- feature extraction
- image segmentation