Ensemble Learning Based on Convolutional Neural Networks for the Classification of Retinal Diseases from Optical Coherence Tomography Images.
Jongwoo KimLoc Q. TranPublished in: CBMS (2020)
Keyphrases
- optical coherence tomography
- oct images
- ensemble learning
- generalization ability
- image classification
- image analysis
- fundus images
- ensemble classifier
- motion artifacts
- convolutional neural networks
- input image
- feature selection
- machine learning
- ensemble methods
- image registration
- feature vectors
- random forest
- pattern recognition
- retinal images
- multi class
- classification accuracy
- classification algorithm
- decision trees
- imaging modalities
- cost sensitive
- blood vessels
- feature extraction
- feature space
- feature set
- support vector machine
- active learning
- training set