Xiaokun Liang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 32

Top Topics

Deformable Image Registration

Top Venues

Comput. Biol. Medicine

Medical Image Anal.

Publications

Wenfeng He, Chulong Zhang, Jingjing Dai, Lin Liu, Tangsheng Wang, Xuan Liu, Yuming Jiang, Na Li, Jing Xiong, Lei Wang, Yaoqin Xie, Xiaokun Liang
A statistical deformation model-based data augmentation method for volumetric medical image segmentation. Medical Image Anal. 91 (2024)
Lin Liu, Xinxin Fan, Haoyang Liu, Chulong Zhang, Weibin Kong, Jingjing Dai, Yuming Jiang, Yaoqin Xie, Xiaokun Liang
QUIZ: An arbitrary volumetric point matching method for medical image registration. Comput. Medical Imaging Graph. 112 (2024)
Jingjing Dai, Guoya Dong, Chulong Zhang, Wenfeng He, Lin Liu, Tangsheng Wang, Yuming Jiang, Wei Zhao, Xiang Zhao, Yaoqin Xie, Xiaokun Liang
Volumetric tumor tracking from a single cone-beam X-ray projection image enabled by deep learning. Medical Image Anal. 91 (2024)
Tangsheng Wang, Xuan Liu, Jingjing Dai, Chulong Zhang, Wenfeng He, Lin Liu, Yinping Chan, Yutong He, Hanqing Zhao, Yaoqin Xie, Xiaokun Liang
An unsupervised dual contrastive learning framework for scatter correction in cone-beam CT image. Comput. Biol. Medicine 165 (2023)
Xuan Liu, Yaoqin Xie, Songhui Diao, Shan Tan, Xiaokun Liang
A Diffusion Probabilistic Prior for Low-Dose CT Image Denoising. CoRR (2023)
Lin Liu, Xinxin Fan, Chulong Zhang, Jingjing Dai, Yaoqin Xie, Xiaokun Liang
Three-Dimensional Medical Image Fusion with Deformable Cross-Attention. ICONIP (10) (2023)
Yulin Zhu, Hanqing Zhao, Tangsheng Wang, Lei Deng, Yupeng Yang, Yuming Jiang, Na Li, Yinping Chan, Jingjing Dai, Chulong Zhang, Yunhui Li, Yaoqin Xie, Xiaokun Liang
Sinogram domain metal artifact correction of CT via deep learning. Comput. Biol. Medicine 155 (2023)
Xuan Liu, Yaoqin Xie, Songhui Diao, Shan Tan, Xiaokun Liang
Unsupervised CT Metal Artifact Reduction by Plugging Diffusion Priors in Dual Domains. CoRR (2023)
Lin Liu, Xinxin Fan, Chulong Zhang, Jingjing Dai, Yaoqin Xie, Xiaokun Liang
Three-Dimensional Medical Image Fusion with Deformable Cross-Attention. 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)
Yinping Chan, Xuan Liu, Tangsheng Wang, Jingjing Dai, Yaoqin Xie, Xiaokun Liang
An attention-based deep convolutional neural network for ultra-sparse-view CT reconstruction. Comput. Biol. Medicine 161 (2023)
Chulong Zhang, Jingjing Dai, Tangsheng Wang, Xuan Liu, Yinping Chan, Lin Liu, Wenfeng He, Yaoqin Xie, Xiaokun Liang
XTransCT: Ultra-Fast Volumetric CT Reconstruction using Two Orthogonal X-Ray Projections via a Transformer Network. CoRR (2023)
Lin Liu, Xinxin Fan, Haoyang Liu, Chulong Zhang, Weibin Kong, Jingjing Dai, Yuming Jiang, Yaoqin Xie, Xiaokun Liang
QUIZ: An Arbitrary Volumetric Point Matching Method for Medical Image Registration. CoRR (2023)
Shaode Yu, Mingxue Jin, Tianhang Wen, Linlin Zhao, Xuechao Zou, Xiaokun Liang, Yaoqin Xie, Wanlong Pan, Chenghao Piao
Accurate breast cancer diagnosis using a stable feature ranking algorithm. BMC Medical Informatics Decis. Mak. 23 (1) (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)
Min Tan, Huixian Peng, Xiaokun Liang, Yaoqin Xie, Zeyang Xia, Jing Xiong
LSTformer: Long Short-Term Transformer for Real Time Respiratory Prediction. IEEE J. Biomed. Health Informatics 26 (10) (2022)
Xiaokun Liang, Maxime Bassenne, Dimitre H. Hristov, Md Tauhidul Islam, Wei Zhao, Mengyu Jia, Zhicheng Zhang, Michael Gensheimer, Beth Beadle, Quynh Le, Lei Xing
Human-level comparable control volume mapping with a deep unsupervised-learning model for image-guided radiation therapy. Comput. Biol. Medicine 141 (2022)
Chulong Zhang, Yuming Jiang, Na Li, Zhicheng Zhang, Md Tauhidul Islam, Jingjing Dai, Lin Liu, Wenfeng He, Wenjian Qin, Jing Xiong, Yaoqin Xie, Xiaokun Liang
A Hybrid Deep Feature-Based Deformable Image Registration Method for Pathological Images. CoRR (2022)
Zhicheng Zhang, Lequan Yu, Xiaokun Liang, Wei Zhao, Lei Xing
TransCT: Dual-Path Transformer for Low Dose Computed Tomography. MICCAI (6) (2021)
Xiaokun Liang, Na Li, Zhicheng Zhang, Jing Xiong, Shoujun Zhou, Yaoqin Xie
Incorporating the hybrid deformable model for improving the performance of abdominal CT segmentation via multi-scale feature fusion network. Medical Image Anal. 73 (2021)
Xiaoyun Ouyang, Xiaokun Liang, Yaoqin Xie
Preliminary Feasibility Study of Imaging Registration Between Supine and Prone Breast CT in Breast Cancer Radiotherapy Using Residual Recursive Cascaded Networks. IEEE Access 9 (2021)
Na Li, Shoujun Zhou, Gang Zhao, Zhicheng Zhang, Yaoqin Xie, Xiaokun Liang
Iterative stripe artifact correction framework for TOF-MRA. Comput. Biol. Medicine 134 (2021)
Zhicheng Zhang, Shaode Yu, Wenjian Qin, Xiaokun Liang, Yaoqin Xie, Guohua Cao
Self-supervised CT super-resolution with hybrid model. Comput. Biol. Medicine 138 (2021)
Shaode Yu, Haobo Chen, Hang Yu, Zhicheng Zhang, Xiaokun Liang, Wenjian Qin, Yaoqin Xie, Ping Shi
Elastic Net based Feature Ranking and Selection. CoRR (2020)
Zhicheng Zhang, Xiaokun Liang, Wenjian Qin, Shaode Yu, Yaoqin Xie
matFR: a MATLAB toolbox for feature ranking. Bioinform. 36 (19) (2020)
Shaode Yu, Zhicheng Zhang, Xiaokun Liang, Junjie Wu, Erlei Zhang, Wenjian Qin, Yaoqin Xie
A Matlab Toolbox for Feature Importance Ranking. CoRR (2020)
Charles W. Huang, Masoud Badiei, Hyunseok Seo, Ming Ma, Xiaokun Liang, Dante Capaldi, Michael Gensheimer, Lei Xing
Atlas Based Segmentations via Semi-Supervised Diffeomorphic Registrations. CoRR (2019)
Lian Zou, Shaode Yu, Tiebao Meng, Zhicheng Zhang, Xiaokun Liang, Yaoqin Xie
A Technical Review of Convolutional Neural Network-Based Mammographic Breast Cancer Diagnosis. Comput. Math. Methods Medicine 2019 (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)
Zhicheng Zhang, Guangzhe Dai, Xiaokun Liang, Shaode Yu, Leida Li, Yaoqin Xie
Can Signal-to-Noise Ratio Perform as a Baseline Indicator for Medical Image Quality Assessment. IEEE Access 6 (2018)
Ran Wang, Xiaokun Liang, Xuanyu Zhu, Yaoqin Xie
A Feasibility of Respiration Prediction Based on Deep Bi-LSTM for Real-Time Tumor Tracking. IEEE Access 6 (2018)
Zhicheng Zhang, Xiaokun Liang, Xu Dong, Yaoqin Xie, Guohua Cao
A Sparse-View CT Reconstruction Method Based on Combination of DenseNet and Deconvolution. IEEE Trans. Medical Imaging 37 (6) (2018)