Dr. Yuanpin Zhou Profile

Dr. Yuanpin Zhou

at Sun Yat-Sen Univ

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Publications (3)

Proceedings Article | 16 March 2020 Paper

Generating high resolution digital mammogram from digitized film mammogram with conditional generative adversarial network

Yuanpin Zhou, Jun Wei, Mark Helvie, Heang-ping Chan, Chuan Zhou, Lubomir Hadjiiski, Yao Lu

Proceedings Volume 11314, 1131426 (2020) https://doi.org/10.1117/12.2551278

KEYWORDS: Breast, Mammography, Image segmentation, Data modeling, Image resolution, Digital mammography, Breast cancer, Neural networks

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Proceedings Article | 13 March 2019 Paper

Computer-aided detection and classification of microcalcification clusters on full field digital mammograms using deep convolution neural network

Guanxiong Cai, Yanhui Guo, Weiguo Chen, Hui Zeng, Yuanpin Zhou, Yao Lu

Proceedings Volume 10950, 109502J (2019) https://doi.org/10.1117/12.2512355

KEYWORDS: Mammography, Breast cancer, Convolution, Neural networks, Image processing, Computer-aided diagnosis, Classification systems, Breast, Computer aided diagnosis and therapy, Image enhancement

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Proceedings Article | 27 February 2018 Paper

A fully automatic microcalcification detection approach based on deep convolution neural network

Guanxiong Cai, Yanhui Guo, Yaqin Zhang, Genggeng Qin, Yuanpin Zhou, Yao Lu

Proceedings Volume 10575, 105752Q (2018) https://doi.org/10.1117/12.2293593

KEYWORDS: Neural networks, Breast cancer, Signal detection, Mammography, Computer aided diagnosis and therapy, Detection and tracking algorithms, Breast, Image processing

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