Class-aware multi-source domain adaptation algorithm for medical image analysis using reweighted matrix matching strategy.

Class-aware multi-source domain adaptation algorithm for medical image analysis using reweighted matrix matching strategy.

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Multi-source domain adaptation leverages complementary knowledge from multiple source domains to enhance transfer effectiveness, making it more suitable for complex medical scenarios compared to single-source domain adaptation. However, most existing studies operate under the assumption that the sou...

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Bibliographic Details
Main Authors: Huiying Zhang, Yongmeng Li, Lei He, Wenbo Zhang, Yuchen Shen, Lumin Xing
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0323676
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