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Oct, 2023
跨对抗本地分布正则化的半监督医学图像分割
Cross-adversarial local distribution regularization for semi-supervised medical image segmentation
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Thanh Nguyen-Duc, Trung Le, Roland Bammer, He Zhao, Jianfei Cai...
TL;DR
通过引入新的交叉对抗局部分布（Cross-ALD）正则化方法，进一步增强医学图像半监督分割任务中的平滑性假设，本文在公共LA和ACDC数据集上进行了全面的实验，并取得了最先进的性能。
Abstract
medical semi-supervised segmentation
is a technique where a model is trained to segment objects of interest in medical images with
limited annotated data
. Existing semi-supervised segmentation methods are usually
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