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Accurate and reproducible invasive breast cancer detection in whole-slide images: A Deep Learning approach for quantifying tumor extent

With the increasing ability to routinely and rapidly digitize whole slide images with slide scanners, there has been interest in developing computerized image analysis algorithms for automated detection of disease extent from digital pathology images. The manual identification of presence and extent...

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Detalles Bibliográficos
Publicado en:Sci Rep
Main Authors: Cruz-Roa, Angel, Gilmore, Hannah, Basavanhally, Ajay, Feldman, Michael, Ganesan, Shridar, Shih, Natalie N.C., Tomaszewski, John, González, Fabio A., Madabhushi, Anant
Formato: Artigo
Idioma:Inglês
Publicado: Nature Publishing Group 2017
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC5394452/
https://ncbi.nlm.nih.gov/pubmed/28418027
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/srep46450
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