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Zhangxing Bian
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2020 – today
- 2025
- [j3]Junyu Chen, Yihao Liu, Shuwen Wei, Zhangxing Bian, Shalini Subramanian, Aaron Carass, Jerry L. Prince, Yong Du:
A survey on deep learning in medical image registration: New technologies, uncertainty, evaluation metrics, and beyond. Medical Image Anal. 100: 103385 (2025) - 2024
- [c18]Junyu Chen, Yihao Liu, Shuwen Wei, Zhangxing Bian, Aaron Carass, Yong Du:
From Registration Uncertainty to Segmentation Uncertainty. ISBI 2024: 1-5 - [c17]Xiaofeng Liu, Fangxu Xing, Zhangxing Bian, Tomás Arias-Vergara, Paula Andrea Pérez-Toro, Andreas K. Maier, Maureen Stone, Jiachen Zhuo, Jerry L. Prince, Jonghye Woo:
Tagged-to-Cine MRI Sequence Synthesis via Light Spatial-Temporal Transformer. MICCAI (7) 2024: 701-711 - [i7]Zhangxing Bian, Ahmed Alshareef, Shuwen Wei, Junyu Chen, Yuli Wang, Jonghye Woo, Dzung L. Pham, Jiachen Zhuo, Aaron Carass, Jerry L. Prince:
Is Registering Raw Tagged-MR Enough for Strain Estimation in the Era of Deep Learning? CoRR abs/2401.17571 (2024) - [i6]Junyu Chen, Yihao Liu, Shuwen Wei, Zhangxing Bian, Aaron Carass, Yong Du:
From Registration Uncertainty to Segmentation Uncertainty. CoRR abs/2403.05111 (2024) - 2023
- [c16]Anqi Feng, Yuan Xue, Yuli Wang, Chang Yan, Zhangxing Bian, Muhan Shao, Jiachen Zhuo, Rao P. Gullapalli, Aaron Carass, Jerry L. Prince:
Label Propagation Via Random Walk for Training Robust Thalamus Nuclei Parcellation Model from Noisy Annotations. ISBI 2023: 1-5 - [c15]Sudeep Katakol, Zhangxing Bian, Yanglong Lu, Greg Spahlinger, Charles R. Hatt, Nicholas S. Burris:
Fully automated aortic measurements via CNN-based joint segmentation and localization. Computer-Aided Diagnosis 2023 - [c14]Zhangxing Bian, Shuwen Wei, Yihao Liu, Junyu Chen, Jiachen Zhuo, Fangxu Xing, Jonghye Woo, Aaron Carass, Jerry L. Prince:
MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 24-34 - [c13]Shuwen Wei, Yihao Liu, Zhangxing Bian, Yuli Wang, Lianrui Zuo, Peter A. Calabresi, Shiv Saidha, Jerry L. Prince, Aaron Carass:
Recurrent Self Fusion: Iterative Denoising for Consistent Retinal OCT Segmentation. OMIA@MICCAI 2023: 42-51 - [c12]Zhangxing Bian, Fangxu Xing, Jinglun Yu, Muhan Shao, Yihao Liu, Aaron Carass, Jonghye Woo, Jerry L. Prince:
DRIMET: Deep Registration-based 3D Incompressible Motion Estimation in Tagged-MRI with Application to the Tongue. MIDL 2023: 134-150 - [c11]Zhangxing Bian, Muhan Shao, Aaron Carass, Jerry L. Prince:
DrDisco: Deep Registration for Distortion Correction of diffusion MRI with single phase-encoding. Image Processing 2023 - [c10]Zhangxing Bian, Muhan Shao, Jiachen Zhuo, Rao P. Gullapalli, Aaron Carass, Jerry L. Prince:
FastCod: fast brain connectivity in diffusion imaging. Image Processing 2023 - [c9]Chang Yan, Muhan Shao, Zhangxing Bian, Anqi Feng, Yuan Xue, Jiachen Zhuo, Rao P. Gullapalli, Aaron Carass, Jerry L. Prince:
Segmenting thalamic nuclei from manifold projections of multi-contrast MRI. Image Processing 2023 - [c8]Jinglun Yu, Muhan Shao, Zhangxing Bian, Xiao Liang, Jiachen Zhuo, Maureen Stone, Jerry L. Prince:
New starting point registration method for tagged MRI tongue motion estimation. Image Processing 2023 - [i5]Chang Yan, Muhan Shao, Zhangxing Bian, Anqi Feng, Yuan Xue, Jiachen Zhuo, Rao P. Gullapalli, Aaron Carass, Jerry L. Prince:
Segmenting thalamic nuclei from manifold projections of multi-contrast MRI. CoRR abs/2301.06114 (2023) - [i4]Zhangxing Bian, Fangxu Xing, Jinglun Yu, Muhan Shao, Yihao Liu, Aaron Carass, Jonghye Woo, Jerry L. Prince:
Deep Unsupervised Phase-based 3D Incompressible Motion Estimation in Tagged-MRI. CoRR abs/2301.07234 (2023) - [i3]Junyu Chen, Yihao Liu, Shuwen Wei, Zhangxing Bian, Shalini Subramanian, Aaron Carass, Jerry L. Prince, Yong Du:
A Survey on Deep Learning in Medical Image Registration: New Technologies, Uncertainty, Evaluation Metrics, and Beyond. CoRR abs/2307.15615 (2023) - [i2]Zhangxing Bian, Shuwen Wei, Yihao Liu, Junyu Chen, Jiachen Zhuo, Fangxu Xing, Jonghye Woo, Aaron Carass, Jerry L. Prince:
MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction. CoRR abs/2308.02949 (2023) - 2022
- [j2]Yefan Jiang, Fan Yang, Zhangxing Bian, Changsheng Lu, Siyu Xia:
Mask removal : Face inpainting via attributes. Multim. Tools Appl. 81(21): 29785-29797 (2022) - [c7]Zhangxing Bian, Allan Jabri, Alexei A. Efros, Andrew Owens:
Learning Pixel Trajectories with Multiscale Contrastive Random Walks. CVPR 2022: 6498-6509 - [c6]Zhangxing Bian, Jiayang Zhong, Yanglong Lu, Chuck R. Hatt, Nicholas S. Burris:
LitCall: learning implicit topology for CNN-based aortic landmark localization. Image Processing 2022 - [i1]Zhangxing Bian, Allan Jabri, Alexei A. Efros, Andrew Owens:
Learning Pixel Trajectories with Multiscale Contrastive Random Walks. CoRR abs/2201.08379 (2022) - 2021
- [j1]Zhangxing Bian, Siyu Xia, Chao Xia, Ming Shao:
Removal notice to "VitSeg: Weakly supervised vitiligo segmentation in skin image" [Comput. Med. Imag. Graph. 85 (2020) 101779]. Comput. Medical Imaging Graph. 91: 85 (2021) - [c5]Chen Jiang, Yefan Jiang, Zhangxing Bian, Fan Yang, Siyu Xia:
Multi-level Feature Selection for Oriented Object Detection. ICPRAM 2021: 36-43 - [c4]Jiayang Zhong, Zhangxing Bian, Charles R. Hatt, Nicholas S. Burris:
Segmentation of the thoracic aorta using an attention-gated U-Net. Computer-Aided Diagnosis 2021 - [c3]Zhangxing Bian, Jiayang Zhong, Charles R. Hatt, Nicholas S. Burris:
A deformable image registration based method to assess directionality of thoracic aortic aneurysm growth. Image Processing 2021 - 2020
- [c2]Ting Zhu, Siyu Xia, Zhangxing Bian, Changsheng Lu:
Highlight Removal in Facial Images. PRCV (1) 2020: 422-433
2010 – 2019
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