A hierarchical Bayesian LoG stream added to a 3D U-Net improves aorta and supra-aortic branch segmentation and provides confidence intervals.
Semi-automatic methods in- volve manual lumen boundary and centerline annotation, achieving good performance but are labor-intensive
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Hierarchical LoG Bayesian Neural Network for Enhanced Aorta Segmentation
A hierarchical Bayesian LoG stream added to a 3D U-Net improves aorta and supra-aortic branch segmentation and provides confidence intervals.