Enhancing Retinal Disease Classification from OCTA Images via Active Learning Techniques.
Jacob ThrasherAnnahita AmireskandariPrashnna K. GyawaliPublished in: CoRR (2024)
Keyphrases
- image classification
- active learning
- image analysis
- image data
- ground truth
- three dimensional
- input image
- image database
- image retrieval
- machine learning
- image registration
- image features
- edge detection
- feature extraction
- batch mode active learning
- supervised learning
- age related macular degeneration
- selective sampling
- gabor filters
- feature vectors
- image collections
- hyperspectral images
- test images
- segmentation method
- class labels
- pattern recognition
- object recognition
- training set
- skin lesion
- oct images
- retinal fundus
- class imbalance
- image set
- visual features
- image quality
- relevance feedback
- feature space
- decision trees
- image processing