A Deep Learning Approach to Visualize Aortic Aneurysm Morphology Without the Use of Intravenous Contrast Agents.

Annals of surgery(2023)

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摘要
This pipeline implements deep learning methods to generate CTAs from noncontrast images, without the need of contrast injection, that bear strong concordance to the ground truth and enable the assessment ofimportant clinical metrics. Our pipeline is poised to disrupt clinical pathways requiring intravenous contrast.
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关键词
aortic aneurysms,computer vision,computerized tomography,contrast-enhanced computerized tomography,CTangiography,deep learning,generative adversarial network
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