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News/Controllable Diffusion-Based Lesion Inpainting for Scalable Histopathology Data Augmentation
arxiv
PublishedJuly 2, 2026 at 4:00 AM
▲bullish

Controllable Diffusion-Based Lesion Inpainting for Scalable Histopathology Data Augmentation

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arxiv.orgfull article ↗
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Publisher summary· verbatim

arXiv:2601.08127v2 Announce Type: replace-cross Abstract: Expert-annotated training data remains the critical bottleneck for AI in histopathology, particularly for rare pathologies where even dozens of cases may be unavailable. While data augmentation offers a solution, existing methods fail to gene

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Discussion
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    PathoGen
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arxiv
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#histopathology#data-augmentation#generative-models

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Mentioned models
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  • 01
    PathoGen
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arxiv
Read original ↗All from arxiv →
Tags
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#histopathology#data-augmentation#generative-models
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Originally published on arxiv ↗
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