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Nov, 2023
多轴融合增强MR图像转换中的不确定性估计
Uncertainty Estimation in Contrast-Enhanced MR Image Translation with Multi-Axis Fusion
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Ivo M. Baltruschat, Parvaneh Janbakhshi, Melanie Dohmen, Matthias Lenga
TL;DR
我们提出了一种新的模型不确定性量化方法MAF，该方法依赖于从体积图像数据的多个视图中获得的互补信息的集成，应用于3D医学图像到图像转换的认知不确定性估计，并在合成对比增强的T1加权影像上应用。
Abstract
In recent years,
deep learning
has been applied to a wide range of
medical imaging
and image processing tasks. In this work, we focus on the estimation of
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