Delineation of blood vessels in pediatric retinal images using decision trees-based ensemble classification.
Muhammad Moazam FrazAlicja R. RudnickaChristopher G. OwenSarah A. BarmanPublished in: Int. J. Comput. Assist. Radiol. Surg. (2014)
Keyphrases
- ensemble classification
- retinal images
- blood vessels
- decision trees
- ensemble methods
- ensemble classifier
- vessel detection
- low contrast
- vessel segmentation
- random forest
- multiple classifier systems
- diabetic retinopathy
- matched filters
- optic disk
- concept drift
- optic disc
- base classifiers
- ensemble learning
- region of interest
- naive bayes
- region growing
- tubular structures
- fundus images
- segmentation method
- machine learning
- machine learning algorithms
- image analysis
- training set
- ocular fundus
- optical coherence tomography
- image processing