A novel Adaptive Neural Network-Based Laplacian of Gaussian (AnLoG) classification algorithm for detecting diabetic retinopathy with colour retinal fundus images.
Manjula Devi RamasamyKeerthika PeriasamySuresh PeriasamySuresh MuthusamyPonarun RamamoorthiGunasekaran ThangavelSreejith SekaranKishor Kumar SadasivuniMithra GeethaPublished in: Neural Comput. Appl. (2024)
Keyphrases
- classification algorithm
- diabetic retinopathy
- optic disc
- retinal images
- retinal fundus images
- blood vessels
- automatic detection
- knn
- k nearest neighbor
- support vector machine
- learning algorithm
- neural network
- naive bayes
- classification rules
- training set
- class labels
- vessel segmentation
- region of interest
- training examples
- low contrast
- early detection
- information retrieval
- level set