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Jun, 2024
跨领域对比学习用于无配对的H&E到IHC染色转换
Mix-Domain Contrastive Learning for Unpaired H&E-to-IHC Stain Translation
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Song Wang, Zhong Zhang, Huan Yan, Ming Xu, Guanghui Wang
TL;DR
通过提出混合域对比学习(MDCL)方法,在未配对的H&E到IHC染色转换中利用不同领域的病理信息聚合,提高相应补丁之间的病理一致性和生成的IHC图像不同位置的补丁的不一致性组件,取得了多个度量标准下的最先进性能。
Abstract
h&e-to-ihc stain translation
techniques offer a promising solution for precise
cancer diagnosis
, especially in
low-resource regions
where
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