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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...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Med Phys
Egile Nagusiak: Mohamed, Aly A., Berg, Wendie A., Peng, Hong, Luo, Yahong, Jankowitz, Rachel C., Wu, Shandong
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: John Wiley and Sons Inc. 2017
Gaiak:
Sarrera elektronikoa: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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