A novel diabetic retinopathy grading using modified deep neural network with segmentation of blood vessels and retinal abnormalities.
Paresh Chandra SauAtul BansalPublished in: Multim. Tools Appl. (2022)
Keyphrases
- blood vessels
- diabetic retinopathy
- retinal images
- vessel segmentation
- optic disk
- vessel detection
- optic disc
- fundus images
- tubular structures
- low contrast
- optical coherence tomography
- medical images
- cross sectional
- retinal fundus images
- ocular fundus
- magnetic resonance angiography
- retinal vessel
- accurate segmentation
- region of interest
- segmentation algorithm
- matched filters
- oct images
- medical imagery
- level set
- multiscale
- lymph nodes
- markov random field
- image segmentation