Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation

Zhe Xu; Yixin Wang; Donghuan Lu; Xiangde Luo; Jiangpeng Yan; Yefeng Zheng; Raymond Kai‐Yu Tong

doi:10.1016/j.media.2023.102880

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Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation

Zhe Xu Yixin Wang Donghuan Lu Xiangde Luo Jiangpeng Yan Yefeng Zheng Raymond Kai‐Yu Tong

Year: 2023 Journal: Medical Image Analysis Vol: 88 Pages: 102880-102880 Publisher: Elsevier BV

DOI: 10.1016/j.media.2023.102880

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Keywords:

Ambiguity Segmentation Artificial intelligence Computer science Consistency (knowledge bases) Machine learning Regularization (linguistics) Benchmark (surveying) Pattern recognition (psychology)

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Domain Adaptation and Few-Shot Learning

Physical Sciences → Computer Science → Artificial Intelligence

Advanced Neural Network Applications

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Machine Learning and Data Classification

Physical Sciences → Computer Science → Artificial Intelligence

Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation

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