Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
RoutingGAN: Routing Age Progression and Regression with Disentangled Learning

Feb 01, 2021
Zhizhong Huang, Junping Zhang, Hongming Shan

* Accepted by ICASSP 2021 

  Access Paper or Ask Questions

Meta ordinal weighting net for improving lung nodule classification

Jan 31, 2021
Yiming Lei, Hongming Shan, Junping Zhang

* Accepted by ICASSP 2021 

  Access Paper or Ask Questions

Meta Ordinal Regression Forest For Learning with Unsure Lung Nodules

Dec 07, 2020
Yiming Lei, Haiping Zhu, Junping Zhang, Hongming Shan


  Access Paper or Ask Questions

PFA-GAN: Progressive Face Aging with Generative Adversarial Network

Dec 07, 2020
Zhizhong Huang, Shouzhen Chen, Junping Zhang, Hongming Shan


  Access Paper or Ask Questions

Stabilizing Deep Tomographic Reconstruction Networks

Aug 19, 2020
Weiwen Wu, Dianlin Hu, Hengyong Yu, Hongming Shan, Shaoyu Wang, Wenxiang Cong, Chuang Niu, Pingkun Yan, Vince Vardhanabhuti, Ge Wang

* 34 pages, 11 figures, 1 table, 2 appendices, 62 references 

  Access Paper or Ask Questions

Deep Learning Predicts Cardiovascular Disease Risks from Lung Cancer Screening Low Dose Computed Tomography

Aug 16, 2020
Hanqing Chao, Hongming Shan, Fatemeh Homayounieh, Ramandeep Singh, Ruhani Doda Khera, Hengtao Guo, Timothy Su, Ge Wang, Mannudeep K. Kalra, Pingkun Yan


  Access Paper or Ask Questions

Deep Ordinal Regression Forests

Aug 07, 2020
Haiping Zhu, Yuheng Zhang, Hongming Shan, Lingfu Che, Xiaoyang Xu, Junping Zhang, Jianbo Shi, Fei-Yue Wang


  Access Paper or Ask Questions

Low-dimensional Manifold Constrained Disentanglement Network for Metal Artifact Reduction

Jul 08, 2020
Chuang Niu, Wenxiang Cong, Fenglei Fan, Hongming Shan, Mengzhou Li, Jimin Liang, Ge Wang


  Access Paper or Ask Questions

Cine Cardiac MRI Motion Artifact Reduction Using a Recurrent Neural Network

Jun 23, 2020
Qing Lyu, Hongming Shan, Yibin Xie, Debiao Li, Ge Wang

* 10 pages, 11 figures 

  Access Paper or Ask Questions

Deep Efficient End-to-end Reconstruction (DEER) Network for Low-dose Few-view Breast CT from Projection Data

Dec 16, 2019
Huidong Xie, Hongming Shan, Wenxiang Cong, Xiaohua Zhang, Shaohua Liu, Ruola Ning, Ge Wang


  Access Paper or Ask Questions

Deep Encoder-decoder Adversarial Reconstruction (DEAR) Network for 3D CT from Few-view Data

Nov 15, 2019
Huidong Xie, Hongming Shan, Ge Wang


  Access Paper or Ask Questions

Look globally, age locally: Face aging with an attention mechanism

Oct 24, 2019
Haiping Zhu, Zhizhong Huang, Hongming Shan, Junping Zhang

* arXiv admin note: text overlap with arXiv:1807.09251 by other authors 

  Access Paper or Ask Questions

Parameter Constrained Transfer Learning for Low Dose PET Image Denoising

Oct 13, 2019
Yu Gong, Yueyang Teng, Hongming Shan, Taohui Xiao, Ming Li, Guodong Liang, Ge Wang, Shanshan Wang

* 10 pages and 12 figures 

  Access Paper or Ask Questions

Deep-learning-based Breast CT for Radiation Dose Reduction

Sep 25, 2019
Wenxiang Cong, Hongming Shan, Xiaohua Zhang, Shaohua Liu, Ruola Ning, Ge Wang

* 7 pages, 4 figures 

  Access Paper or Ask Questions

Multi-Contrast Super-Resolution MRI Through a Progressive Network

Aug 06, 2019
Qing Lyu, Hongming Shan, Ge Wang

* 10 figures, 5 tables, 11 pages 

  Access Paper or Ask Questions

Simultaneous reconstruction of the initial pressure and sound speed in photoacoustic tomography using a deep-learning approach

Jul 23, 2019
Hongming Shan, Ge Wang, Yang Yang


  Access Paper or Ask Questions

Dual Network Architecture for Few-view CT -- Trained on ImageNet Data and Transferred for Medical Imaging

Jul 17, 2019
Huidong Xie, Hongming Shan, Wenxiang Cong, Xiaohua Zhang, Shaohua Liu, Ruola Ning, Ge Wang


  Access Paper or Ask Questions

MRI Super-Resolution with Ensemble Learning and Complementary Priors

Jul 06, 2019
Qing Lyu, Hongming Shan, Ge Wang


  Access Paper or Ask Questions

Ordinal Distribution Regression for Gait-based Age Estimation

May 27, 2019
Haiping Zhu, Yuheng Zhang, Guohao Li, Junping Zhang, Hongming Shan


  Access Paper or Ask Questions

Quadratic Autoencoder for Low-Dose CT Denoising

Jan 17, 2019
Fenglei Fan, Hongming Shan, Ge Wang


  Access Paper or Ask Questions

Can Deep Learning Outperform Modern Commercial CT Image Reconstruction Methods?

Nov 08, 2018
Hongming Shan, Atul Padole, Fatemeh Homayounieh, Uwe Kruger, Ruhani Doda Khera, Chayanin Nitiwarangkul, Mannudeep K. Kalra, Ge Wang

* 17 pages, 7 figures 

  Access Paper or Ask Questions

Soft Activation Mapping of Lung Nodules in Low-Dose CT images

Oct 30, 2018
Yiming Lei, Yukun Tian, Hongming Shan, Junping Zhang, Ge Wang, Mannudeep Kalra


  Access Paper or Ask Questions

CT Super-resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble(GAN-CIRCLE)

Sep 06, 2018
Chenyu You, Guang Li, Yi Zhang, Xiaoliu Zhang, Hongming Shan, Shenghong Ju, Zhen Zhao, Zhuiyang Zhang, Wenxiang Cong, Michael W. Vannier, Punam K. Saha, Ge Wang


  Access Paper or Ask Questions

Structure-sensitive Multi-scale Deep Neural Network for Low-Dose CT Denoising

Aug 10, 2018
Chenyu You, Qingsong Yang, Hongming Shan, Lars Gjesteby, Guang Li, Shenghong Ju, Zhuiyang Zhang, Zhen Zhao, Yi Zhang, Wenxiang Cong, Ge Wang

* IEEE Access 2018 

  Access Paper or Ask Questions

3D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning from a 2D Trained Network

Apr 29, 2018
Hongming Shan, Yi Zhang, Qingsong Yang, Uwe Kruger, Mannudeep K. Kalra, Ling Sun, Wenxiang Cong, Ge Wang

* To be published in the IEEE TMI 

  Access Paper or Ask Questions

Shamap: Shape-based Manifold Learning

Feb 15, 2018
Fenglei Fan, Hongming Shan, Ge Wang


  Access Paper or Ask Questions