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Feb, 2022
一种极其简单的一致性正则化半监督医学图像分割方法
An Embarrassingly Simple Consistency Regularization Method for Semi-Supervised Medical Image Segmentation
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Hritam Basak, Rajarshi Bhattacharya, Rukhshanda Hussain, Agniv Chatterjee
TL;DR
本文提出了一种新颖的正则化策略,包括基于插值的混合策略,以此来解决医学图像分割任务中像素级注释不足的普遍问题。实验证明该方法比现有的半监督模型更具优越性,且不需要额外的计算。
Abstract
The scarcity of
pixel-level annotation
is a prevalent problem in
medical image segmentation
tasks. In this paper, we introduce a novel
regulariza
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