Blood vessel segmentation using deep learning architectures for aid diagnosis of diabetic retinopathy.
Elaouaber Zineb AzizaAmel FerouiMohammed El Amine LazouniMessadi MohamedPublished in: Comput. methods Biomech. Biomed. Eng. Imaging Vis. (2023)
Keyphrases
- blood vessels
- deep learning
- diabetic retinopathy
- vessel segmentation
- retinal images
- optic disc
- optic disk
- retinal vessel
- vessel detection
- fundus images
- low contrast
- automatic detection
- unsupervised learning
- machine learning
- unsupervised feature learning
- early detection
- region of interest
- segmentation algorithm
- region growing
- weakly supervised
- mental models
- multiscale
- image segmentation
- supervised learning
- medical experts
- expert systems
- level set
- medical images
- image processing
- multiple objects
- shape prior