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2020 – today
- 2025
[j23]Qi Lai
, Chi-Man Vong, Tao Yan, Pak-Kin Wong, Xiaokun Liang:
Hybrid multiple instance learning network for weakly supervised medical image classification and localization. Expert Syst. Appl. 260: 125362 (2025)- 2024
- [j22]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: 102336 (2024) - [j21]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: 102984 (2024) - [j20]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: 102998 (2024) - [j19]Xuan Liu, Yaoqin Xie, Songhui Diao, Shan Tan, Xiaokun Liang:
Unsupervised CT Metal Artifact Reduction by Plugging Diffusion Priors in Dual Domains. IEEE Trans. Medical Imaging 43(10): 3533-3545 (2024) - [i10]Shilong Yang, Chulong Zhang, Qi Zang, Juan Yu, Liang Zeng, Xiao Luo, Yexuan Xing, Xin Pan, Qi Li, Xiaokun Liang, Yaoqin Xie:
Mammo-Clustering:A Weakly Supervised Multi-view Global-Local Context Clustering Network for Detection and Classification in Mammography. CoRR abs/2409.14876 (2024) - 2023
- [j18]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: 106710 (2023) - [j17]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: 106888 (2023) - [j16]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: 107377 (2023) - [j15]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): 923-931 (2023) - [j14]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): 64 (2023) - [j13]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): 1495-1508 (2023) - [c2]Lin Liu, Xinxin Fan, Chulong Zhang, Jingjing Dai, Yaoqin Xie, Xiaokun Liang:
Three-Dimensional Medical Image Fusion with Deformable Cross-Attention. ICONIP (10) 2023: 551-563 - [i9]Xuan Liu, Yaoqin Xie, Songhui Diao, Shan Tan, Xiaokun Liang:
A Diffusion Probabilistic Prior for Low-Dose CT Image Denoising. CoRR abs/2305.15887 (2023) - [i8]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 abs/2305.19621 (2023) - [i7]Xuan Liu, Yaoqin Xie, Songhui Diao, Shan Tan, Xiaokun Liang:
Unsupervised CT Metal Artifact Reduction by Plugging Diffusion Priors in Dual Domains. CoRR abs/2308.16742 (2023) - [i6]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 abs/2310.00296 (2023) - [i5]Lin Liu, Xinxin Fan, Chulong Zhang, Jingjing Dai, Yaoqin Xie, Xiaokun Liang:
Three-Dimensional Medical Image Fusion with Deformable Cross-Attention. CoRR abs/2310.06291 (2023) - 2022
- [j12]Xiaokun Liang, Maxime Bassenne, Dimitre H. Hristov, Md Tauhidul Islam, Wei Zhao, Mengyu Jia, Zhicheng Zhang, Michael Gensheimer, Beth M. 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: 105139 (2022) - [j11]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): 5247-5257 (2022) - [d1]Min Tan, Huixian Peng, Xiaokun Liang, Yaoqin Xie, Zeyang Xia, Jing Xiong:
AGUMENTED DATASET FOR RESPIRATORY MOVMENT PREDICTION. IEEE DataPort, 2022
- [i4]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 abs/2208.07655 (2022) - 2021
- [j10]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: 3315-3325 (2021) - [j9]Na Li, Shoujun Zhou, Gang Zhao, Zhicheng Zhang, Yaoqin Xie, Xiaokun Liang:
Iterative stripe artifact correction framework for TOF-MRA. Comput. Biol. Medicine 134: 104456 (2021) - [j8]Zhicheng Zhang, Shaode Yu, Wenjian Qin, Xiaokun Liang, Yaoqin Xie, Guohua Cao:
Self-supervised CT super-resolution with hybrid model. Comput. Biol. Medicine 138: 104775 (2021) - [j7]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: 102156 (2021) - [c1]Zhicheng Zhang, Lequan Yu, Xiaokun Liang, Wei Zhao, Lei Xing:
TransCT: Dual-Path Transformer for Low Dose Computed Tomography. MICCAI (6) 2021: 55-64 - 2020
- [j6]Zhicheng Zhang, Xiaokun Liang, Wenjian Qin, Shaode Yu, Yaoqin Xie:
matFR: a MATLAB toolbox for feature ranking. Bioinform. 36(19): 4968-4969 (2020) - [i3]Shaode Yu, Zhicheng Zhang, Xiaokun Liang, Junjie Wu, Erlei Zhang, Wenjian Qin, Yaoqin Xie:
A Matlab Toolbox for Feature Importance Ranking. CoRR abs/2003.08737 (2020) - [i2]Shaode Yu, Haobo Chen, Hang Yu, Zhicheng Zhang, Xiaokun Liang, Wenjian Qin, Yaoqin Xie, Ping Shi:
Elastic Net based Feature Ranking and Selection. CoRR abs/2012.14982 (2020)
2010 – 2019
- 2019
- [j5]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: 66226-66233 (2019) - [j4]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: 6509357:1-6509357:16 (2019) - [i1]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 abs/1911.10417 (2019) - 2018
- [j3]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: 11534-11543 (2018) - [j2]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: 51262-51268 (2018) - [j1]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): 1407-1417 (2018)
Coauthor Index
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