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Context-guided segmentation for histopathologic cancer segmentation

Abstract Microscopic inspection of histologically stained tissue is considered as the gold standard for cancer diagnosis. This research is inspired by the practices of pathologists who analyze diagnostic samples by zooming in and out. We propose a dual-encoder model that simultaneously evaluates two...

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Detalhes bibliográficos
Principais autores: Jeremy Juybari, Josh Hamilton, Chaofan Chen, Andre Khalil, Yifeng Zhu
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Portfolio 2025-02-01
coleção:Scientific Reports
Acesso em linha:https://doi.org/10.1038/s41598-025-86428-7
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