Automated segmentation of choroidal neovascularization in optical coherence tomography images using multi-scale convolutional neural networks with structure prior.
Xiaoming XiXianjing MengLu YangXiushan NieGongping YangHaoyu ChenXin FanYilong YinXinjian ChenPublished in: Multim. Syst. (2019)
Keyphrases
- automated segmentation
- optical coherence tomography
- multiscale
- segmentation method
- oct images
- manual segmentation
- ct scans
- clinical applications
- edge detection
- automatic segmentation
- convolutional neural networks
- image data
- three dimensional
- segmentation accuracy
- input image
- statistical shape model
- image structure
- image analysis
- fully automated
- region of interest
- imaging modalities
- image processing
- coarse to fine
- image registration
- image segmentation