Automated Computer-Aided Diagnosis of Diabetic Retinopathy Based on Segmentation and Classification using K-nearest neighbor algorithm in retinal images.
Jaspreet KaurPrabhpreet KaurPublished in: Comput. J. (2023)
Keyphrases
- retinal images
- diabetic retinopathy
- computer aided diagnosis
- optic disk
- lung nodules
- vessel segmentation
- optic disc
- age related macular degeneration
- computer aided
- medical images
- blood vessels
- vessel detection
- lesion detection
- retinal blood vessels
- optical coherence tomography
- image analysis
- region of interest
- medical imaging
- breast cancer
- early detection
- fundus images
- pattern recognition
- automatic detection
- classification accuracy
- support vector
- region growing
- machine learning
- high resolution computed tomography
- image segmentation
- feature extraction
- ct images
- decision trees
- fully automatic
- automated segmentation
- knn
- ct scans
- segmentation algorithm
- skin lesion
- dermoscopy images
- medical experts
- feature selection