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

Cruz-Roa A, Gilmore H, Basavanhally A, Feldman M, Ganesan S, Shih NNC, Tomaszewski J, González FA, Madabhushi A. Sci Rep. 2017 Apr 18;7:46450. doi: 10.1038/srep46450.


A deep-learning computer network was 100 percent accurate in determining whether invasive forms of breast cancer were present in whole biopsy slides, a study published in Nature Scientific Reports shows.

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