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News/Closing the Domain Gap in Biomedical Imaging by In-Context Control Samples
arxiv
PublishedApril 24, 2026 at 4:00 AM
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Closing the Domain Gap in Biomedical Imaging by In-Context Control Samples

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arXiv:2604.20824v1 Announce Type: new Abstract: The central problem in biomedical imaging are batch effects: systematic technical variations unrelated to the biological signal of interest. These batch effects critically undermine experimental reproducibility and are the primary cause of failure of d

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Discussion
Mentioned models
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  • 01
    ResNets
  • 02
    Foundation models
  • 03
    CS-ARM-BN
Source
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arxiv
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Tags
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#biomedical imaging#batch effects#meta-learning#deep learning

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Mentioned models
03
  • 01
    ResNets
  • 02
    Foundation models
  • 03
    CS-ARM-BN
Source
↗
arxiv
Read original ↗All from arxiv →
Tags
04
#biomedical imaging#batch effects#meta-learning#deep learning

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