Severity Classification of Diabetic Retinopathy Using an Ensemble Learning Algorithm through Analyzing Retinal Images.
Niloy SikderMehedi MasudAnupam Kumar BairagiAbu Shamim Mohammad ArifAbdullah Al NahidHesham AlhumyaniPublished in: Symmetry (2021)
Keyphrases
- retinal images
- diabetic retinopathy
- age related macular degeneration
- learning algorithm
- blood vessels
- optic disk
- vessel segmentation
- automatic detection
- optic disc
- vessel detection
- classification algorithm
- machine learning
- early detection
- classification accuracy
- medical experts
- text classification
- matched filters
- training set
- optical coherence tomography
- decision trees
- fundus images
- feature selection
- ensemble methods
- machine learning methods
- support vector
- region of interest
- training data
- low contrast