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Research
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Sparse and transferable three-dimensional dynamic vascular reconstruction for instantaneous diagnosis
Yinheng Zhu, , Fangzhou Liao✉, and Shaohua Ma✉ Yinheng Zhu, Yong Wang, Chunxia Di, Hanghang Liu, Fangzhou Liao✉, and Shaohua Ma✉
Nature Machine Intelligence (2025)
- cover article
- dynamic reconstruction
- sparse convolution
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Axis-space framework for cable-driven soft continuum robot control via reinforcement learning
Dehao Wei, Jiaqi Zhou, Yinheng Zhu, , and Shaohua Ma✉ Dehao Wei, Jiaqi Zhou, Yinheng Zhu, Jiabin Ma, and Shaohua Ma✉
Nature Communications Engineering (2023)
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Decoupled Single-Mask Annotation Noise Detection via Cross-Sectional Patch Self-Consistency
Yinheng Zhu and Xiaowei Xu✉
Medical Image Computing and Computer Assisted Intervention (MICCAI) (2026)
- annotation noise
- vascular segmentation
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Learning What Can Move: Patient-Specific Motion Subspaces from Single Scan
Yinheng Zhu, , Xuejun Gu✉, and Weiguo Lu✉ Yinheng Zhu, Mingli Chen, Qingying Wang, Xuejun Gu✉, and Weiguo Lu✉
Medical Image Computing and Computer Assisted Intervention (MICCAI) (2026)
- motion modeling
- motion subspaces
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Compact and Pose-Invariant Anatomical Deformation Modes for Efficient Motion Representation
Yinheng Zhu, , Xuejun Gu✉, and Weiguo Lu✉ Yinheng Zhu, Mingli Chen, Qingying Wang, Xuejun Gu✉, and Weiguo Lu✉
Medical Image Computing and Computer Assisted Intervention (MICCAI) (2026)
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Electrostatic potential difference between tumor and paratumor regulates cancer stem cell behavior and prognose tumor spread
Haoran Zhao, Weijie Zhang, Xiaowei Tang, Edgar A Galan, Yinheng Zhu, , and Shaohua Ma✉ Haoran Zhao, Weijie Zhang, Xiaowei Tang, Edgar A Galan, Yinheng Zhu, Gan Sang, Davit Khutsishvili, Honghui Zheng, and Shaohua Ma✉
Bioengineering \& Translational Medicine (2023)
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A Digital microscreen for the enhanced appearance of ocular prosthetic motility (an American ophthalmological society thesis)
Jeremiah P Tao, Emily S Charlson, Yinheng Zhu, , and Xun Zhan✉ Jeremiah P Tao, Emily S Charlson, Yinheng Zhu, Zonglin Guo, Wanli Chen, Xun Zhan✉, Hongjian Shi, and Ian G Harris
American journal of ophthalmology (2021)
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A learning-based model to evaluate hospitalization priority in covid-19 pandemics
Yichao Zheng†, Yinheng Zhu†, Mengqi Ji, Rongpin Wang, Xinfeng Liu, Mudan Zhang, Jun Liu, Xiaochun Zhang, Choo Hui Qin, Lu Fang, and Shaohua Ma
Patterns (2020)
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Panda: A gigapixel-level human-centric video dataset
Xueyang Wang†, Xiya Zhang†, Yinheng Zhu†, , Qionghai Dai✉, and Lu Fang✉ Xueyang Wang†, Xiya Zhang†, Yinheng Zhu†, Yuchen Guo, Xiaoyun Yuan, Liuyu Xiang, Zerun Wang, Guiguang Ding, David Brady, Qionghai Dai✉, and Lu Fang✉
IEEE/CVF Conference on Computer Vision and Pattern Recognition (2020)
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Crossnet++: Cross-scale large-parallax warping for reference-based super-resolution
Yang Tan†, Haitian Zheng†, Yinheng Zhu, , and Lu Fang✉ Yang Tan†, Haitian Zheng†, Yinheng Zhu, Xiaoyun Yuan, Xing Lin, David Brady, and Lu Fang✉
IEEE Transactions on Pattern Analysis and Machine Intelligence (2020)
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Head mounted pupil tracking using convolutional neural network
Yinheng Zhu, , and Ian G Harris✉ Yinheng Zhu, Wanli Chen, Xun Zhan, Zonglin Guo, Hongjian Shi, and Ian G Harris✉
arXiv preprint arXiv:1805.00311 (2018)
