HTC-retina: A hybrid retinal diseases classification model using transformer-Convolutional Neural Network from optical coherence tomography images.
Ayoub LaouaremChafia Kara-MohamedEl-Bay BourennaneAboubekeur Hamdi-CherifPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- optical coherence tomography
- fundus images
- oct images
- retinal images
- confocal microscopy
- motion artifacts
- spectral domain
- optic nerve
- blood vessels
- image analysis
- image data
- convolutional neural network
- three dimensional
- region of interest
- imaging modalities
- diabetic retinopathy
- object recognition
- optic disc
- computer vision
- input image
- retinal vessel
- cross section
- spatial domain
- fully automatic
- segmentation method
- medical images