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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Detalles Bibliográficos
Autores principales: Shen, Li, Margolies, Laurie R., Rothstein, Joseph H., Fluder, Eugene, McBride, Russell, Sieh, Weiva
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6715802/
https://www.ncbi.nlm.nih.gov/pubmed/31467326
http://dx.doi.org/10.1038/s41598-019-48995-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6715802/
https://www.ncbi.nlm.nih.gov/pubmed/31467326
http://dx.doi.org/10.1038/s41598-019-48995-4

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