Deep ensemble learning for automated non-advanced AMD classification using optimized retinal layer segmentation and SD-OCT scans.
Mousa MoradiYu ChenXian DuJohanna M. SeddonPublished in: Comput. Biol. Medicine (2023)
Keyphrases
- ensemble learning
- generalization ability
- optical coherence tomography
- ensemble classifier
- oct images
- ensemble methods
- random forest
- pattern recognition
- feature selection
- support vector machine svm
- base classifiers
- image segmentation
- decision trees
- support vector
- machine learning methods
- feature extraction
- supervised learning
- benchmark datasets
- support vector machine
- automated segmentation
- machine learning
- medical imaging
- classification accuracy
- fully automatic
- feature vectors
- training set
- concept drift
- machine learning algorithms
- classification algorithm
- remote sensing
- training samples
- feature set
- artificial neural networks
- learning algorithm