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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Veröffentlicht in:Scientific reports Jg. 7; H. 1; S. 46450
Hauptverfasser: Cruz-Roa, Angel, Gilmore, Hannah, Basavanhally, Ajay, Feldman, Michael, Ganesan, Shridar, Shih, Natalie N.C., Tomaszewski, John, González, Fabio A., Madabhushi, Anant
Format: Journal Article
Sprache:Englisch
Veröffentlicht: London Nature Publishing Group UK 18.04.2017
Nature Publishing Group
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ISSN:2045-2322, 2045-2322
Online-Zugang:Volltext
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