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Synthesizing lesions using contextual GANs improves breast cancer classification on mammograms

May 29, 2020
Eric Wu, Kevin Wu, William Lotter


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Robust breast cancer detection in mammography and digital breast tomosynthesis using annotation-efficient deep learning approach

Dec 27, 2019
William Lotter, Abdul Rahman Diab, Bryan Haslam, Jiye G. Kim, Giorgia Grisot, Eric Wu, Kevin Wu, Jorge Onieva Onieva, Jerrold L. Boxerman, Meiyun Wang, Mack Bandler, Gopal Vijayaraghavan, A. Gregory Sorensen


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Validation of a deep learning mammography model in a population with low screening rates

Nov 01, 2019
Kevin Wu, Eric Wu, Yaping Wu, Hongna Tan, Greg Sorensen, Meiyun Wang, Bill Lotter

* NeurIPS 2019. Fair ML for Health Workshop 

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Residual Attention based Network for Hand Bone Age Assessment

Dec 21, 2018
Eric Wu, Bin Kong, Xin Wang, Junjie Bai, Yi Lu, Feng Gao, Shaoting Zhang, Kunlin Cao, Qi Song, Siwei Lyu, Youbing Yin


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Conditional Infilling GANs for Data Augmentation in Mammogram Classification

Aug 24, 2018
Eric Wu, Kevin Wu, David Cox, William Lotter

* To appear in MICCAI 2018, Breast Image Analysis Workshop 

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Learning Scene Gist with Convolutional Neural Networks to Improve Object Recognition

Jun 09, 2018
Kevin Wu, Eric Wu, Gabriel Kreiman


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