3D Deep Learning-based Boundary Regression of an Age-related Retinal Biomarker in High Resolution OCT.
Wenke KarboleStefan B. PlonerJungeun WonAnna MarmalidouHiroyuki TakahashiNadia K. WaheedJames G. FujimotoAndreas K. MaierPublished in: Bildverarbeitung für die Medizin (2024)
Keyphrases
- deep learning
- age related
- optical coherence tomography
- high resolution
- oct images
- retinal images
- low resolution
- older adults
- unsupervised learning
- super resolution
- machine learning
- healthy subjects
- model selection
- image processing
- temporal expressions
- mental models
- weakly supervised
- magnetic resonance images
- training data
- learning strategies
- principal component analysis
- knn
- data analysis