A hierarchical Bayesian LoG stream added to a 3D U-Net improves aorta and supra-aortic branch segmentation and provides confidence intervals.
Two datasets were used: the first is from [23], and the second is the Aortic Ves- sel Tree (A VT) CTA dataset [24]
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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.