Retinal layer segmentation for age-related macular degeneration patients with 3D-UNet.
Souvick MukherjeeTharindu De SilvaGopal JayakarPeyton GrissoHenry E. WileyTiarnan D. KeenanAlisa T. ThavikulwatEmily Y. ChewCatherine CukrasPublished in: Medical Imaging: Computer-Aided Diagnosis (2022)
Keyphrases
- age related macular degeneration
- retinal images
- vessel segmentation
- vessel detection
- segmentation algorithm
- optic disc
- optical coherence tomography
- segmentation method
- segmentation accuracy
- image segmentation
- oct images
- retinal blood vessels
- region growing
- level set
- caudate nucleus
- blood vessels
- low grade gliomas
- shape prior
- image analysis
- brain mri
- motion segmentation
- edge detection
- multiscale
- clinical data
- background subtraction
- normal subjects
- deformable models
- energy function
- medical images