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
Deformable Gabor Feature Networks for Biomedical Image Classification

Dec 07, 2020
Xuan Gong, Xin Xia, Wentao Zhu, Baochang Zhang, David Doermann, Lian Zhuo

* 9 pages, 6 figures 

  Access Paper or Ask Questions

Federated Semi-Supervised Learning for COVID Region Segmentation in Chest CT using Multi-National Data from China, Italy, Japan

Nov 23, 2020
Dong Yang, Ziyue Xu, Wenqi Li, Andriy Myronenko, Holger R. Roth, Stephanie Harmon, Sheng Xu, Baris Turkbey, Evrim Turkbey, Xiaosong Wang, Wentao Zhu, Gianpaolo Carrafiello, Francesca Patella, Maurizio Cariati, Hirofumi Obinata, Hitoshi Mori, Kaku Tamura, Peng An, Bradford J. Wood, Daguang Xu

* Accepted with minor revision to Medical Image Analysis 

  Access Paper or Ask Questions

Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer

Oct 02, 2020
Yufang Huang, Wentao Zhu, Deyi Xiong, Yiye Zhang, Changjian Hu, Feiyu Xu

* COLING 2020 

  Access Paper or Ask Questions

Multi-Domain Image Completion for Random Missing Input Data

Jul 10, 2020
Liyue Shen, Wentao Zhu, Xiaosong Wang, Lei Xing, John M. Pauly, Baris Turkbey, Stephanie Anne Harmon, Thomas Hogue Sanford, Sherif Mehralivand, Peter Choyke, Bradford Wood, Daguang Xu


  Access Paper or Ask Questions

LAMP: Large Deep Nets with Automated Model Parallelism for Image Segmentation

Jun 26, 2020
Wentao Zhu, Can Zhao, Wenqi Li, Holger Roth, Ziyue Xu, Daguang Xu

* MICCAI 2020 Early Accepted paper. Code is available\footnote{https://monai.io/research/lamp-automated-model-parallelism

  Access Paper or Ask Questions

Cardiac Segmentation on Late Gadolinium Enhancement MRI: A Benchmark Study from Multi-Sequence Cardiac MR Segmentation Challenge

Jun 22, 2020
Xiahai Zhuang, Jiahang Xu, Xinzhe Luo, Chen Chen, Cheng Ouyang, Daniel Rueckert, Victor M. Campello, Karim Lekadir, Sulaiman Vesal, Nishant RaviKumar, Yashu Liu, Gongning Luo, Jingkun Chen, Hongwei Li, Buntheng Ly, Maxime Sermesant, Holger Roth, Wentao Zhu, Jiexiang Wang, Xinghao Ding, Xinyue Wang, Sen Yang, Lei Li

* 14 pages 

  Access Paper or Ask Questions

TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting

Apr 01, 2020
Zhuoqian Yang, Wentao Zhu, Wayne Wu, Chen Qian, Qiang Zhou, Bolei Zhou, Chen Change Loy

* Accepted by CVPR 2020. The first three authors contributed equally. Project page: https://yzhq97.github.io/transmomo/ 

  Access Paper or Ask Questions

NeurReg: Neural Registration and Its Application to Image Segmentation

Oct 04, 2019
Wentao Zhu, Andriy Myronenko, Ziyue Xu, Wenqi Li, Holger Roth, Yufang Huang, Fausto Milletari, Daguang Xu

* WACV 2020 first round early accept; supplementary https://drive.google.com/file/d/1kzTLQn8cpoQNAYWUDJMtN5HcqhbWbl7G/view?usp=sharing; code will be released soon under NVIDIA open source; demos https://www.youtube.com/watch?v=GYLD7t7dSAg&t=3s 

  Access Paper or Ask Questions

Cardiac Segmentation of LGE MRI with Noisy Labels

Oct 02, 2019
Holger Roth, Wentao Zhu, Dong Yang, Ziyue Xu, Daguang Xu

* Accepted at the MICCAI Workshop Statistical Atlases and Computational Modeling of the Heart (STACOM), MS-CMRSeg 2019: Multi-sequence Cardiac MR Segmentation Challenge, Shenzen, China 

  Access Paper or Ask Questions

Privacy-preserving Federated Brain Tumour Segmentation

Oct 02, 2019
Wenqi Li, Fausto Milletarì, Daguang Xu, Nicola Rieke, Jonny Hancox, Wentao Zhu, Maximilian Baust, Yan Cheng, Sébastien Ourselin, M. Jorge Cardoso, Andrew Feng

* MICCAI MLMI 2019 

  Access Paper or Ask Questions

Neural Multi-Scale Self-Supervised Registration for Echocardiogram Dense Tracking

Jun 18, 2019
Wentao Zhu, Yufang Huang, Mani A Vannan, Shizhen Liu, Daguang Xu, Wei Fan, Zhen Qian, Xiaohui Xie

* Blood tracking video: https://youtu.be/pEA6ZmtTNuQ Muscle tracking video: https://youtu.be/NvLrCaqCiAE 

  Access Paper or Ask Questions

Deep Learning for Automated Medical Image Analysis

Mar 12, 2019
Wentao Zhu

* PhD Thesis 

  Access Paper or Ask Questions

AnatomyNet: Deep 3D Squeeze-and-excitation U-Nets for fast and fully automated whole-volume anatomical segmentation

Aug 15, 2018
Wentao Zhu, Yufang Huang, Hui Tang, Zhen Qian, Nan Du, Wei Fan, Xiaohui Xie

* 8 figures, 4 videos in GitHub and YouTube. Submitted to Medical Physics. Code and videos are available on GitHub. Video: https://www.youtube.com/watch?v=_PpIUIm4XLU 

  Access Paper or Ask Questions

DeepEM: Deep 3D ConvNets With EM For Weakly Supervised Pulmonary Nodule Detection

May 26, 2018
Wentao Zhu, Yeeleng S. Vang, Yufang Huang, Xiaohui Xie

* MICCAI2018 Early Accept, Code https://github.com/uci-cbcl/DeepEM-for-Weakly-Supervised-Detection.git 

  Access Paper or Ask Questions

DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification

Jan 25, 2018
Wentao Zhu, Chaochun Liu, Wei Fan, Xiaohui Xie

* 9 pages, 8 figures, IEEE WACV conference. arXiv admin note: substantial text overlap with arXiv:1709.05538 

  Access Paper or Ask Questions

Adversarial Deep Structured Nets for Mass Segmentation from Mammograms

Dec 25, 2017
Wentao Zhu, Xiang Xiang, Trac D. Tran, Gregory D. Hager, Xiaohui Xie

* Accepted by ISBI2018. arXiv admin note: substantial text overlap with arXiv:1612.05970 

  Access Paper or Ask Questions

DeepLung: 3D Deep Convolutional Nets for Automated Pulmonary Nodule Detection and Classification

Sep 16, 2017
Wentao Zhu, Chaochun Liu, Wei Fan, Xiaohui Xie


  Access Paper or Ask Questions

Adversarial Deep Structural Networks for Mammographic Mass Segmentation

Jun 09, 2017
Wentao Zhu, Xiang Xiang, Trac D. Tran, Xiaohui Xie

* First version on arXiv 2016, MICCAI 2017 Deep Learning in Medical Image Analysis (DLMIA) workshop 

  Access Paper or Ask Questions

Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification

May 23, 2017
Wentao Zhu, Qi Lou, Yeeleng Scott Vang, Xiaohui Xie

* MICCAI 2017 Camera Ready 

  Access Paper or Ask Questions

Leak Event Identification in Water Systems Using High Order CRF

Mar 12, 2017
Qing Han, Wentao Zhu, Yang Shi


  Access Paper or Ask Questions

Co-occurrence Feature Learning for Skeleton based Action Recognition using Regularized Deep LSTM Networks

Mar 24, 2016
Wentao Zhu, Cuiling Lan, Junliang Xing, Wenjun Zeng, Yanghao Li, Li Shen, Xiaohui Xie

* AAAI 2016 conference 

  Access Paper or Ask Questions

Deep Trans-layer Unsupervised Networks for Representation Learning

Sep 27, 2015
Wentao Zhu, Jun Miao, Laiyun Qing, Xilin Chen

* 21 pages, 3 figures 

  Access Paper or Ask Questions

Constrained Extreme Learning Machines: A Study on Classification Cases

Feb 04, 2015
Wentao Zhu, Jun Miao, Laiyun Qing

* 14 pages, 6 figure, journel 

  Access Paper or Ask Questions