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Deep learning-based transformation of H&E stained tissues into special stains

Pathology is practiced by visual inspection of histochemically stained tissue slides. While the hematoxylin and eosin (H&E) stain is most commonly used, special stains can provide additional contrast to different tissue components. Here, we demonstrate the utility of supervised learning-based co...

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Detalles Bibliográficos
Autores principales: de Haan, Kevin, Zhang, Yijie, Zuckerman, Jonathan E., Liu, Tairan, Sisk, Anthony E., Diaz, Miguel F. P., Jen, Kuang-Yu, Nobori, Alexander, Liou, Sofia, Zhang, Sarah, Riahi, Rana, Rivenson, Yair, Wallace, W. Dean, Ozcan, Aydogan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8361203/
https://www.ncbi.nlm.nih.gov/pubmed/34385460
http://dx.doi.org/10.1038/s41467-021-25221-2