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A deep learning method for classifying mammographic breast density categories

PURPOSE: Mammographic breast density is an established risk marker for breast cancer and is visually assessed by radiologists in routine mammogram image reading, using four qualitative Breast Imaging and Reporting Data System (BI‐RADS) breast density categories. It is particularly difficult for radi...

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Detalhes bibliográficos
Publicado no:Med Phys
Main Authors: Mohamed, Aly A., Berg, Wendie A., Peng, Hong, Luo, Yahong, Jankowitz, Rachel C., Wu, Shandong
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2017
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5774233/
https://ncbi.nlm.nih.gov/pubmed/29159811
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/mp.12683
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