Comparative study of different machine learning models for automatic diabetic retinopathy detection using fundus image.
Shubhi GuptaSanjeev ThakurAshutosh GuptaPublished in: Multim. Tools Appl. (2024)
Keyphrases
- diabetic retinopathy
- comparative study
- fundus images
- automatic detection
- retinal images
- machine learning models
- early detection
- blood vessels
- input image
- optic disc
- medical experts
- image segmentation
- multiscale
- image classification
- edge detection
- region of interest
- segmentation method
- vessel segmentation
- segmentation algorithm
- semi automatic
- machine learning algorithms
- graph cuts