Domain-specific augmentations with resolution agnostic self-attention mechanism improves choroid segmentation in optical coherence tomography images.
Jamie BurkeJustin EngelmannCharlene HamidDiana MoukaddemDan PughNeeraj DhaunAmos J. StorkeyNiall C. StrangStuart KingTom J. MacGillivrayMiguel O. BernabeuIan J. C. MacCormickPublished in: CoRR (2024)
Keyphrases
- oct images
- optical coherence tomography
- segmentation method
- spectral domain
- segmentation algorithm
- image analysis
- motion artifacts
- image regions
- fully automatic
- image registration
- image data
- attention mechanism
- fundus images
- segmentation accuracy
- image classification
- image features
- automated segmentation
- input image
- three dimensional
- image retrieval
- frequency domain
- multiscale
- object recognition
- visual attention
- automatic segmentation
- medical imaging
- natural images
- medical images