A deep learning method for classifying mammographic breast density categories

Author:

Mohamed Aly A.1,Berg Wendie A.12,Peng Hong3,Luo Yahong4,Jankowitz Rachel C.25,Wu Shandong6

Affiliation:

1. Department of Radiology; University of Pittsburgh School of Medicine; 4200 Fifth Ave Pittsburgh PA 15260 USA

2. Magee-Womens Hospital of University of Pittsburgh Medical Center; 300 Halket St Pittsburgh PA 15213 USA

3. Department of Radiology; Chinese PLA General Hospital; 28 Fuxing Rd Haidian District Beijing 100853 China

4. Department of Radiology; Liaoning Cancer Hospital & Institute; 44 Xiaoheyan Rd Dadong District Shenyang City Liaoning 110042 China

5. Department of Medicine; School of Medicine; University of Pittsburgh; 4200 Fifth Ave Pittsburgh PA 15260 USA

6. Departments of Radiology, Biomedical Informatics, Bioengineering, and Computer Science; University of Pittsburgh; 4200 Fifth Ave Pittsburgh PA 15260 USA

Funder

National Institutes of Health

Radiological Society of North America

Pittsburgh Foundation

National Center for Advancing Translational Sciences

Publisher

Wiley

Subject

General Medicine

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