Detection and classification of red lesions from retinal images for diabetic retinopathy detection using deep learning models.
P. SaranyaR. PranatiSneha Shruti PatroPublished in: Multim. Tools Appl. (2023)
Keyphrases
- diabetic retinopathy
- retinal images
- automatic detection
- early detection
- learning models
- fundus images
- optic disk
- medical experts
- blood vessels
- optic disc
- vessel detection
- vessel segmentation
- age related macular degeneration
- matched filters
- classification models
- region of interest
- learning problems
- machine learning algorithms
- knowledge based systems
- optical coherence tomography
- decision trees
- graphical models
- hidden markov models
- training set