Aly A. Mohamed

发表

Deep learning for identifying breast cancer malignancy and false recalls: a robustness study on training strategy

Lei Zhang, Shandong Wu, Kadie Clancy, 2019, Medical Imaging.

Do pre-trained deep learning models improve computer-aided classification of digital mammograms?

Yahong Luo, Shandong Wu, Margarita L. Zuley, 2018, Medical Imaging.

Understanding Clinical Mammographic Breast Density Assessment: a Deep Learning Perspective

Yahong Luo, Shandong Wu, Hong Peng, 2018, Journal of Digital Imaging.

Deep learning of sub-regional breast parenchyma in mammograms for localized breast cancer risk prediction

Shandong Wu, Margarita L. Zuley, Ruimei Chai, 2019, Medical Imaging.

Automated deep-learning method for whole-breast segmentation in diffusion-weighted breast MRI

Lei Zhang, Shandong Wu, Zhimeng Luo, 2019, Medical Imaging.

Deep Learning to Distinguish Recalled but Benign Mammography Images in Breast Cancer Screening

Aly A. Mohamed, J. Sumkin, M. Zuley, 2018, Clinical Cancer Research.

Deep learning modeling using normal mammograms for predicting breast cancer risk.

Shandong Wu, Margarita L Zuley, Jules H Sumkin, 2019, Medical physics.

Inaccurate Labels in Weakly-Supervised Deep Learning: Automatic Identification and Correction and Their Impact on Classification Performance

Shandong Wu, Lei Zhang, Degan Hao, 2020, IEEE Journal of Biomedical and Health Informatics.

Deep Learning Pre-training Strategy for Mammogram Image Classification: an Evaluation Study

Shandong Wu, Jules Sumkin, Kadie Clancy, 2020, Journal of Digital Imaging.

A deep learning method for classifying mammographic breast density categories

Yahong Luo, Shandong Wu, Hong Peng, 2018, Medical physics.

Automated deep learning method for whole‐breast segmentation in diffusion‐weighted breast MRI

Shandong Wu, Lei Zhang, Ruimei Chai, 2019, Medical Imaging.