Retinal OCT disease classification with variational autoencoder regularization.
Max-Heinrich LavesSontje IhlerLüder A. KahrsTobias OrtmaierPublished in: CoRR (2019)
Keyphrases
- optical coherence tomography
- pattern recognition
- age related macular degeneration
- oct images
- machine learning
- feature vectors
- classification method
- supervised learning
- feature space
- support vector
- feature selection
- training set
- image analysis
- support vector machine
- feature extraction
- classification accuracy
- knn
- image segmentation
- decision trees
- retinal images
- optical flow
- disease diagnosis
- regularization parameter
- cross validation
- support vector machine svm
- image processing
- learning algorithm