Retinal Artery and Vein Classification for Automatic Vessel Caliber Grading.
Alauddin BhuiyanMd. Akter HussainTien Yin WongRonald KleinPublished in: EMBC (2018)
Keyphrases
- retinal images
- age related macular degeneration
- pattern recognition
- decision trees
- classification algorithm
- machine learning
- statistical classification
- model selection
- support vector machine svm
- automatic classification
- blood vessels
- feature space
- machine learning algorithms
- vessel segmentation
- features extraction
- retinal vessel
- classification systems
- classification scheme
- pattern classification
- classification method
- semi automatic
- class labels
- benchmark datasets
- feature vectors
- support vector
- feature extraction
- training samples
- feature set
- supervised learning
- coronary artery
- support vector machine
- carotid artery
- classification accuracy