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PhaseStain: the digital staining of label-free quantitative phase microscopy images using deep learning

Using a deep neural network, we demonstrate a digital staining technique, which we term PhaseStain, to transform the quantitative phase images (QPI) of label-free tissue sections into images that are equivalent to the brightfield microscopy images of the same samples that are histologically stained....

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Detalles Bibliográficos
Autores principales: Rivenson, Yair, Liu, Tairan, Wei, Zhensong, Zhang, Yibo, de Haan, Kevin, Ozcan, Aydogan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6363787/
https://www.ncbi.nlm.nih.gov/pubmed/30728961
http://dx.doi.org/10.1038/s41377-019-0129-y