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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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發表在: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
格式: Artigo
語言:Inglês
出版: Nature Publishing Group 2017
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在線閱讀: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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