Automated age-related macular degeneration classification in OCT using unsupervised feature learning.
Freerk G. VenhuizenBram van GinnekenBart BloemenMark J. J. P. van GrinsvenRick H. H. M. PhilipsenCarel B. HoyngThomas TheelenClara I. SánchezPublished in: Medical Imaging: Computer-Aided Diagnosis (2015)
Keyphrases
- age related macular degeneration
- retinal images
- automated classification
- decision trees
- pattern recognition
- unsupervised feature learning
- machine learning
- feature extraction
- feature vectors
- support vector machine
- image classification
- feature space
- unsupervised learning
- feature selection
- multiscale
- text classification
- deep learning
- feature set
- training samples
- model selection
- dimensionality reduction
- learning algorithm