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2020 – today
- 2020
[j4]Kadie Clancy
, Sarah S. Aboutalib, Aly A. Mohamed, Jules H. Sumkin, Shandong Wu:
Deep Learning Pre-training Strategy for Mammogram Image Classification: an Evaluation Study. J. Digit. Imaging 33(5): 1257-1265 (2020)- [j3]Degan Hao, Lei Zhang, Jules H. Sumkin, Aly A. Mohamed, Shandong Wu:
Inaccurate Labels in Weakly-Supervised Deep Learning: Automatic Identification and Correction and Their Impact on Classification Performance. IEEE J. Biomed. Health Informatics 24(9): 2701-2710 (2020) - [c5]Dustin Sargent, Sun Young Park, Amod Jog, Aly A. Mohamed, David Richmond:
Multi-site Evaluation of a Study-Level Classifier for Mammography Using Deep Learning. MICCAI (6) 2020: 211-219
2010 – 2019
- 2019
- [c4]Giacomo Nebbia, Aly A. Mohamed, Ruimei Chai, Bingjie Zheng, Margarita L. Zuley, Shandong Wu:
Deep learning of sub-regional breast parenchyma in mammograms for localized breast cancer risk prediction. Medical Imaging: Computer-Aided Diagnosis 2019: 109502P - [c3]Lei Zhang, Ruimei Chai, Aly A. Mohamed, Bingjie Zheng, Zhimeng Luo, Shandong Wu:
Automated deep-learning method for whole-breast segmentation in diffusion-weighted breast MRI. Medical Imaging: Computer-Aided Diagnosis 2019: 109502R - [c2]Kadie Clancy, Lei Zhang, Aly A. Mohamed, Sarah S. Aboutalib, Wendie A. Berg, Shandong Wu:
Deep learning for identifying breast cancer malignancy and false recalls: a robustness study on training strategy. Medical Imaging: Computer-Aided Diagnosis 2019: 1095005 - 2018
- [j2]Aly A. Mohamed, Yahong Luo, Hong Peng, Rachel C. Jankowitz, Shandong Wu:
Understanding Clinical Mammographic Breast Density Assessment: a Deep Learning Perspective. J. Digit. Imaging 31(4): 387-392 (2018) - [j1]Mahmoud Afifi, Marwa Nasser, Mostafa Korashy, Katherine Rohde, Aly A. Mohamed:
Can we boost the power of the Viola-Jones face detector using preprocessing? An empirical study. J. Electronic Imaging 27(04): 043020 (2018) - [c1]Sarah S. Aboutalib, Aly A. Mohamed, Margarita L. Zuley, Wendie A. Berg, Yahong Luo, Shandong Wu:
Do pre-trained deep learning models improve computer-aided classification of digital mammograms? Medical Imaging: Computer-Aided Diagnosis 2018: 1057523
Coauthor Index
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