Ziyue Xu  

 



  ![](/sites/default/files/person/ZiyueXu.jpg)

  

 Ziyue Xu joined NVIDIA as a Senior Scientist in 2018, before which he was a Staff Scientist and Lab Manager at National Institutes of Health. His research interests lie in the area of image analysis and computer vision with applications in biomedical and clinical imaging using shape modeling, graph methods, and machine learning. He has been working on medical AI for the past several years along with fellow researchers and clinicians.

Ziyue received his B.S. from Tsinghua University in 2006, and M.S./Ph.D. from the University of Iowa in 2009/2012. He is an Associate Editor for the journals, Computerized Medical Imaging and Graphics (CMIG), IEEE Transactions on Medical Imaging (TMI), Journal of Biomedical and Health Informatics (JBHI), and Computers in Biology and Medicine (CBM).



   Research Area(s)

[Computer Vision](/index.php/research-area/computer-vision)

[Artificial Intelligence and Machine Learning ](/index.php/research-area/machine-learning-artificial-intelligence)

 

 

  

 Main Field of Interest

[Medical](/index.php/research-area/medical)

 

  

 Google Scholar

[https://scholar.google.com/citations?user=gmUta74AAAAJ&hl=en](https://scholar.google.com/citations?user=gmUta74AAAAJ&hl=en)

 

  

 

 

 



 ### Publications

 

### 2020 

[LAMP: Large Deep Nets with Automated Model Parallelism for Image Segmentation](/publication/2020-10_lamp-large-deep-nets-automated-model-parallelism-image-segmentation)

Wentao Zhu, [Can Zhao](/person/can-zhao), [Wenqi Li](/person/wenqi-li), [Holger Roth](/person/holger-roth), [Ziyue Xu](/person/ziyue-xu), [Daguang Xu](/person/daguang-xu)



[MICCAI 2020](https://miccai2020.org/en/)









[When Radiology Report Generation Meets Knowledge Graph](/index.php/publication/2020-04_when-radiology-report-generation-meets-knowledge-graph)

Yixiao Zhang, Xiaosong Wang, [Ziyue Xu](/index.php/person/ziyue-xu), Qihang Yu, Alan Yuille, [Daguang Xu](/index.php/person/daguang-xu)



[AAAI 2020](https://aaai.org/Conferences/AAAI-20/)









[Neurreg: Neural registration and its application to image segmentation](/index.php/publication/2020-03_neurreg-neural-registration-and-its-application-image-segmentation)

Wentao Zhu, [Andriy Myronenko](/index.php/person/andriy-myronenko), [Ziyue Xu](/index.php/person/ziyue-xu), [Wenqi Li](/index.php/person/wenqi-li), [Holger Roth](/index.php/person/holger-roth), Yufang Huang, Fausto Milletari, [Daguang Xu](/index.php/person/daguang-xu)



[WACV](http://openaccess.thecvf.com/content_WACV_2020/papers/Zhu_NeurReg_Neural_Registration_and_Its_Application_to_Image_Segmentation_WACV_2020_paper.pdf)









### 2019 

[Cardiac Segmentation of LGE MRI with Noisy Labels](/publication/2019-10_cardiac-segmentation-lge-mri-noisy-labels)

[Holger Roth](/person/holger-roth), Wentao Zhu, [Dong Yang](/person/dong-yang), [Ziyue Xu](/person/ziyue-xu), [Daguang Xu](/person/daguang-xu)



[MICCAI 2019](https://www.miccai2019.org/)