Aly A. Mohamed

Publication Activity (10 Years)

Years Active: 2018-2020
Publications (10 Years): 9

Top Topics

Digital Mammograms

Top Venues

Medical Imaging: Computer-Aided Diagnosis

J. Digit. Imaging

IEEE J. Biomed. Health Informatics

J. Electronic Imaging

Publications

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) (2020)
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) (2020)
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)
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)
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)
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)
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) (2018)
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)
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) (2018)