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Test-Time Training for Deformable Multi-Scale Image Registration


Mar 25, 2021
Wentao Zhu, Yufang Huang, Daguang Xu, Zhen Qian, Wei Fan, Xiaohui Xie

* ICRA 2021 
* ICRA 2021; 8 pages, 4 figures, 2 big tables 

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Bipartite Distance for Shape-Aware Landmark Detection in Spinal X-Ray Images


May 28, 2020
Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Kenneth M. C. Cheung, Michael To, Zhen Qian, Demetri Terzopoulos

* Presented at Med-NeurIPS 2019 

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Partly Supervised Multitask Learning


May 05, 2020
Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Yuan Xiao, Dingjun Hao, Zhen Qian, Demetri Terzopoulos

* 10 pages, 8 figures, 3 tables 

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Analysis of Scoliosis From Spinal X-Ray Images


Apr 15, 2020
Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Kenneth M. C. Cheung, Michael To, Zhen Qian, Demetri Terzopoulos

* 6 pages, 6 figures, 3 tables 

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Shape-Aware Organ Segmentation by Predicting Signed Distance Maps


Dec 09, 2019
Yuan Xue, Hui Tang, Zhi Qiao, Guanzhong Gong, Yong Yin, Zhen Qian, Chao Huang, Wei Fan, Xiaolei Huang

* AAAI 2020 

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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 

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AVP: Physics-informed Data Generation for Small-data Learning


Feb 05, 2019
Jialei Chen, Yujia Xie, Kan Wang, Chuck Zhang, Mani A. Vannan, Ben Wang, Zhen Qian


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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 

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Generative Invertible Networks (GIN): Pathophysiology-Interpretable Feature Mapping and Virtual Patient Generation


Aug 14, 2018
Jialei Chen, Yujia Xie, Kan Wang, Zih Huei Wang, Geet Lahoti, Chuck Zhang, Mani A Vannan, Ben Wang, Zhen Qian


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Morphological Analusis Of The Left Ventricular Eendocardial Surface Using A Bag-Of-Features Descriptor


Feb 13, 2013
Anirban Mukhopadhyay, Zhen Qian, Suchendra M. Bhandarkar, Tianming Liu, Sarah Rinehart, Szilard Voros

* Submitted to Medical Image Analysis 

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