Dr. Bingjie Zheng Profile

Dr. Bingjie Zheng

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Publications (3)

Proceedings Article | 15 March 2019 Paper

Multi-space-enabled deep learning of breast tumors improves prediction of distant recurrence risk

Dooman Arefan, Bingjie Zheng, David Dabbs, Rohit Bhargava, Shandong Wu

Proceedings Volume 10954, 109540L (2019) https://doi.org/10.1117/12.2513013

KEYWORDS: Tumors, Data modeling, Breast, Breast cancer, Mammography, Performance modeling, Statistical modeling, Cancer

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Proceedings Article | 13 March 2019 Paper

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

Giacomo Nebbia, Aly Mohamed, Ruimei Chai, Bingjie Zheng, Margarita Zuley, Shandong Wu

Proceedings Volume 10950, 109502P (2019) https://doi.org/10.1117/12.2512943

KEYWORDS: Machine learning, Convolutional neural networks, Breast, Breast cancer, Mammography, Cancer, Tumors, Radiology, Intelligence systems, Breast imaging

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Proceedings Article | 13 March 2019 Paper

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

Lei Zhang, Ruimei Chai, Aly Mohamed, Bingjie Zheng, Zhimeng Luo, Shandong Wu

Proceedings Volume 10950, 109502R (2019) https://doi.org/10.1117/12.2512958

KEYWORDS: Magnetic resonance imaging, Image segmentation, Diffusion weighted imaging, Breast, Breast cancer, Cancer, Radiology

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