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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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Dades bibliogràfiques
Publicat a:Sci Rep
Autors principals: Cruz-Roa, Angel, Gilmore, Hannah, Basavanhally, Ajay, Feldman, Michael, Ganesan, Shridar, Shih, Natalie N.C., Tomaszewski, John, González, Fabio A., Madabhushi, Anant
Format: Artigo
Idioma:Inglês
Publicat: Nature Publishing Group 2017
Matèries:
Accés en línia: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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