Physiology-based simulation of the retinal vasculature enables annotation-free segmentation of OCT angiographs.
Martin J. MentenJohannes C. PaetzoldAlina DimaBjoern H. MenzeBenjamin KnierDaniel RueckertPublished in: CoRR (2022)
Keyphrases
- optical coherence tomography
- oct images
- blood vessels
- retinal images
- multi directional
- imaging modalities
- vessel detection
- segmentation method
- biomedical images
- fundus images
- vessel segmentation
- medical images
- image segmentation
- image analysis
- fully unsupervised
- object segmentation
- low contrast
- segmentation accuracy
- simulation model
- shape prior
- level set
- active learning
- cross sections
- volumetric images
- image retrieval
- segmentation algorithm
- medical image analysis
- image annotation
- semantic annotation
- fully automatic
- multiscale