Detection and Classification of Diabetic Retinopathy using Deep Learning Algorithms for Segmentation to Facilitate Referral Recommendation for Test and Treatment Prediction.
Manoj S. HArya A BosalePublished in: CoRR (2024)
Keyphrases
- diabetic retinopathy
- optic disk
- optic disc
- retinal images
- automatic detection
- learning algorithm
- vessel segmentation
- fundus images
- early detection
- machine learning algorithms
- image segmentation
- classification algorithm
- machine learning
- text classification
- supervised learning
- decision trees
- medical images
- feature selection
- medical experts
- image analysis
- level set
- data mining
- computer vision
- blood vessels
- region growing
- classification rules
- classification accuracy
- shape prior
- training set
- expert systems
- skin lesion
- multiscale
- recommender systems
- segmentation method
- statistical analysis