Hemorrhage semantic segmentation in fundus images for the diagnosis of diabetic retinopathy by using a convolutional neural network.
Ayoub SkoutaAbdelali ElmoufidiSaid Jai-AndaloussiOuail OuchettoPublished in: J. Big Data (2022)
Keyphrases
- diabetic retinopathy
- fundus images
- semantic segmentation
- convolutional neural network
- retinal images
- optic disc
- automatic detection
- early detection
- face detection
- optic disk
- conditional random fields
- blood vessels
- superpixels
- medical experts
- object categories
- object classes
- ct images
- medical diagnosis
- vessel segmentation
- medical knowledge
- markov random field
- multiscale
- object segmentation
- segmentation method
- natural images
- information extraction
- image analysis