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Automatic labeling of molecular biomarkers of immunohistochemistry images using fully convolutional networks

This paper addresses the problem of quantifying biomarkers in multi-stained tissues based on the color and spatial information of microscopy images of the tissue. A deep learning-based method that can automatically localize and quantify the regions expressing biomarker(s) in any selected area on a w...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Sheikhzadeh, Fahime, Ward, Rabab K., van Niekerk, Dirk, Guillaud, Martial
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5774709/
https://ncbi.nlm.nih.gov/pubmed/29351281
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0190783
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