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Deep Learning to Improve Breast Cancer Detection on Screening Mammography

The rapid development of deep learning, a family of machine learning techniques, has spurred much interest in its application to medical imaging problems. Here, we develop a deep learning algorithm that can accurately detect breast cancer on screening mammograms using an “end-to-end” training approa...

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Foilsithe in:Sci Rep
Main Authors: Shen, Li, Margolies, Laurie R., Rothstein, Joseph H., Fluder, Eugene, McBride, Russell, Sieh, Weiva
Formáid: Artigo
Teanga:Inglês
Foilsithe: Nature Publishing Group UK 2019
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6715802/
https://ncbi.nlm.nih.gov/pubmed/31467326
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-48995-4
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