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Apr, 2024
基于扩散的零样本医学图像到图像转换用于跨模态分割
Diffusion based Zero-shot Medical Image-to-Image Translation for Cross Modality Segmentation
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Zihao Wang, Yingyu Yang, Yuzhou Chen, Tingting Yuan, Maxime Sermesant...
TL;DR
通过使用深度生成模型,本文提出了一种新颖的无监督图像转换方法,以实现零样本跨模态图像分割任务,并通过与其他生成模型的实证比较进行了验证。
Abstract
cross-modality image segmentation
aims to segment the target modalities using a method designed in the source modality. Deep
generative models
can translate the target modality images into the source modality, th
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