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Dual Convolutional Neural Networks for Breast Mass Segmentation and Diagnosis in Mammography

Aug 11, 2020
Heyi Li, Dongdong Chen, William H. Nailon, Mike E. Davies, David Laurenson


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Dual Convolutional Neural Networks for BreastMass Segmentation and Diagnosis inMammography

Aug 07, 2020
Heyi Li, Dongdong Chen, William H. Nailon, Mike E. Davies, David Laurenson


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Interpreting Galaxy Deblender GAN from the Discriminator's Perspective

Jan 17, 2020
Heyi Li, Yuewei Lin, Klaus Mueller, Wei Xu

* 5 pages, 4 figures 

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Signed Laplacian Deep Learning with Adversarial Augmentation for Improved Mammography Diagnosis

Jun 30, 2019
Heyi Li, Dongdong Chen, William H. Nailon, Mike E. Davies, David I. Laurenson

* To appear in MICCAI October 2019 

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A Deep DUAL-PATH Network for Improved Mammogram Image Processing

Mar 01, 2019
Heyi Li, Dongdong Chen, William H. Nailon, Mike E. Davies, Dave Laurenson

* To Appear in ICCASP 2019 May 

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Beyond saliency: understanding convolutional neural networks from saliency prediction on layer-wise relevance propagation

Sep 15, 2018
Heyi Li, Yunke Tian, Klaus Mueller, Xin Chen

* 33 pages, 14 figures 

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Improved Breast Mass Segmentation in Mammograms with Conditional Residual U-net

Aug 27, 2018
Heyi Li, Dongdong Chen, Bill Nailon, Mike Davies, Dave Laurenson

* To appear in MICCAI 2018, Breast Image Analysis Workshop 

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