Tianye Niu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 22

Top Topics

Lung Cancer Patients

Noise Suppression

Mathematical Methods

Top Venues

IEEE Trans. Computational Imaging

Comput. Biol. Medicine

Comput. Math. Methods Medicine

Publications

Zhengwei Ou, Jiayi Xie, Ze Teng, Xianghong Wang, Peng Jin, Jichen Du, Mingchao Ding, Huihui Li, Yang Chen, Tianye Niu
PNMC: Four-dimensional conebeam CT reconstruction combining prior network and motion compensation. Comput. Biol. Medicine 171 (2024)
Tianye Niu, Lei Xu, Qing Ren, Yajuan Gao, Chen Luo, Ze Teng, Jichen Du, Mingchao Ding, Jiayi Xie, Hongbin Han, Yin Jiang
UBES: Unified scatter correction using ultrafast Boltzmann equation solver for conebeam CT. Comput. Biol. Medicine 170 (2024)
Baiying Lei, Yafeng Li, Wanyi Fu, Peng Yang, Shaobin Chen, Tianfu Wang, Xiaohua Xiao, Tianye Niu, Yu Fu, Shuqiang Wang, Hongbin Han, Jing Qin
Alzheimer's disease diagnosis from multi-modal data via feature inductive learning and dual multilevel graph neural network. Medical Image Anal. 97 (2024)
Jiajun Xiang, Aihua Mao, Jiayi Xie, Hongbin Han, Xianghong Wang, Peng Jin, Jichen Du, Mingchao Ding, Lequan Yu, Tianye Niu
DER-GAN: Dual-Energy Recovery GAN for Conebeam CT. IEEE Trans. Computational Imaging 10 (2024)
Weiqin Zhao, Shujun Wang, Maximus Yeung, Tianye Niu, Lequan Yu
MulGT: Multi-Task Graph-Transformer with Task-Aware Knowledge Injection and Domain Knowledge-Driven Pooling for Whole Slide Image Analysis. AAAI (2023)
Weiqin Zhao, Shujun Wang, Maximus Yeung, Tianye Niu, Lequan Yu
MulGT: Multi-task Graph-Transformer with Task-aware Knowledge Injection and Domain Knowledge-driven Pooling for Whole Slide Image Analysis. CoRR (2023)
Pengfei Yang, Xin Ge, Tiffany Tsui, Xiaokun Liang, Yaoqin Xie, Zhanli Hu, Tianye Niu
Four-Dimensional Cone Beam CT Imaging Using a Single Routine Scan via Deep Learning. IEEE Trans. Medical Imaging 42 (5) (2023)
Xiaokun Liang, Jingjing Dai, Xuanru Zhou, Lin Liu, Chulong Zhang, Yuming Jiang, Na Li, Tianye Niu, Yaoqin Xie, Zhenhui Dai, Xuetao Wang
An Unsupervised Learning-Based Regional Deformable Model for Automated Multi-Organ Contour Propagation. J. Digit. Imaging 36 (3) (2023)
Zhengyong Huang, Sijuan Zou, Guoshuai Wang, Zixiang Chen, Hao Shen, Haiyan Wang, Na Zhang, Lu Zhang, Fan Yang, Haining Wang, Dong Liang, Tianye Niu, Xiaohua Zhu, Zhanli Hu
ISA-Net: Improved spatial attention network for PET-CT tumor segmentation. CoRR (2022)
Zhengyong Huang, Sijuan Zou, Guoshuai Wang, Zixiang Chen, Hao Shen, Haiyan Wang, Na Zhang, Lu Zhang, Fan Yang, Haining Wang, Dong Liang, Tianye Niu, Xiaohua Zhu, Zhanli Hu
ISA-Net: Improved spatial attention network for PET-CT tumor segmentation. Comput. Methods Programs Biomed. 226 (2022)
Huihui Li, Pengfei Yang, Xin Ge, Tianye Niu
High-Quality 4D-CBCT Imaging from Single Routine Scan. MIUA (2022)
Guoshuai Wang, Zhou Liu, Zhengyong Huang, Na Zhang, Honghong Luo, Lijian Liu, Hao Shen, Canwen Che, Tianye Niu, Dong Liang, Dehong Luo, Zhanli Hu
Improved GAN: Using a transformer module generator approach for material decomposition. Comput. Biol. Medicine 149 (2022)
Yi Xue, Wenjian Qin, Chen Luo, Pengfei Yang, Yangkang Jiang, Tiffany Tsui, Hongjian He, Li Wang, Jiale Qin, Yaoqin Xie, Tianye Niu
Multi-Material Decomposition for Single Energy CT Using Material Sparsity Constraint. IEEE Trans. Medical Imaging 40 (5) (2021)
Yangkang Jiang, Xiaoqun Zhang, Ke Sheng, Tianye Niu, Yi Xue, Qihui Lyu, Lei Xu, Chen Luo, Pengfei Yang, Chunlin Yang, Jing Wang, Xi Hu
Noise Suppression in Image-Domain Multi-Material Decomposition for Dual-Energy CT. IEEE Trans. Biomed. Eng. 67 (2) (2020)
Qihui Lyu, Daniel O'Connor, Tianye Niu, Ke Sheng
Image-domain multi-material decomposition for dual-energy CT with non-convex sparsity regularization. Medical Imaging: Image Processing (2019)
Wei Zhao, Dengwang Li, Kai Niu, Wenjian Qin, Hao Peng, Tianye Niu
Robust Beam Hardening Artifacts Reduction for Computed Tomography Using Spectrum Modeling. IEEE Trans. Computational Imaging 5 (2) (2019)
Jun Wang, Jiawei Wang, Yaofeng Wen, Hongbing Lu, Tianye Niu, Jiangfeng Pan, Dahong Qian
Pulmonary Nodule Detection in Volumetric Chest CT Scans Using CNNs-Based Nodule-Size-Adaptive Detection and Classification. IEEE Access 7 (2019)
Xiaokun Liang, Yangkang Jiang, Yaoqin Xie, Tianye Niu
Quantitative Cone-Beam CT Imaging in Radiotherapy: Parallel Computation and Comprehensive Evaluation on the TrueBeam System. IEEE Access 7 (2019)
Yi Xue, Xiaonan Sun, Xiuhua Hu, Ke Sheng, Tianye Niu, Yangkang Jiang, Chunlin Yang, Qihui Lyu, Jing Wang, Chen Luo, Luhan Zhang, Catherine Desrosiers, Kun Feng
Accurate Multi-Material Decomposition in Dual-Energy CT: A Phantom Study. IEEE Trans. Computational Imaging 5 (4) (2019)
Chen Luo, Qiao Liu, Shutao Gong, Chunlin Yang, Xiuhua Hu, Ke Nie, Tianye Niu
Cone-Beam Computed Tomography Deblurring Using an Overrelaxed Chambolle-Pock Algorithm. IEEE Access 7 (2019)
Shaojie Tang, Kuidong Huang, Yunyong Cheng, Tianye Niu, Xiangyang Tang
Three-Dimensional Weighting in Cone Beam FBP Reconstruction and Its Transformation Over Geometries. IEEE Trans. Biomed. Eng. 65 (6) (2018)
Xiadong Li, Ziheng Deng, Qinghua Deng, Lidan Zhang, Tianye Niu, Yu Kuang
A Novel Deep Learning Framework for Internal Gross Target Volume Definition From 4D Computed Tomography of Lung Cancer Patients. IEEE Access 6 (2018)
Li Jiang, Tianye Niu, Zhengquan Xu, Yanyan Xu
Integrating Encryption and Marking for Remote Sensing Image Based on Orthogonal Decomposition. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (5) (2015)
Jianhua Wang, Jianrong Dai, Yongjie Jing, Yanan Huo, Tianye Niu
Methodology for Registration of Shrinkage Tumors in Head-and-Neck CT Studies. Comput. Math. Methods Medicine 2015 (2015)
Liang Li, Tianye Niu, Yi Gao
Mathematical Methods and Applications in Medical Imaging 2014. Comput. Math. Methods Medicine 2015 (2015)
Xiaoyuan Suo, Tianye Niu
Incorporating entrepreneurship topic into a mobile computing course. FIE (2014)
Liang Li, Tianye Niu, Seungryong Cho, Zhentian Wang
Mathematical Methods and Applications in Medical Imaging. Comput. Math. Methods Medicine 2014 (2014)
Xue Dong, Michael Petrongolo, Tianye Niu, Lei Zhu
Low-Dose and Scatter-Free Cone-Beam CT Imaging Using a Stationary Beam Blocker in a Single Scan: Phantom Studies. Comput. Math. Methods Medicine 2013 (2013)
Yifei Lou, Tianye Niu, Xun Jia, Patricio A. Vela, Lei Zhu, Allen R. Tannenbaum
Joint CT/CBCT deformable registration and CBCT enhancement for cancer radiotherapy. Medical Image Anal. 17 (3) (2013)