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2024

Multi-task Contexture Learning Network for automated vertebrae segmentation and tumor diagnosis from MRIHeyou Chang, Guangwei Gao, Yang Chen 0008, Hao Zheng. cee, 113:109032, January 2024. [doi]

RED-Net: Residual and Enhanced Discriminative Network for Image Steganalysis in the Internet of Medical Things and TelemedicineKai Chen, Zhengyuan Zhou, Yuchen Li, Xu Ji, Jiasong Wu, Jean-Louis Coatrieux, Yang Chen 0008, Gouenou Coatrieux. titb, 28(3):1611-1622, March 2024. [doi]

Cas-PRED: A Limited-Angle Cone Beam CT Reconstruction Research Based on Prior InformationYuan Gao, Liu Zhang, Wenxue Yu, Shijie Wang, Pinzheng Zhang, Cheng Xue, Chunfeng Yang, Shipeng Xie, Gouenou Coatrieux, Jean-Louis Coatrieux, Yang Chen 0008. tim, 73:1-17, 2024. [doi]

Learning Better Registration to Learn Better Few-Shot Medical Image Segmentation: Authenticity, Diversity, and RobustnessYuting He, Rongjun Ge, Xiaoming Qi, Yang Chen 0008, Jiasong Wu, Jean-Louis Coatrieux, Guanyu Yang, Shuo Li 0001. tnn, 35(2):2588-2601, February 2024. [doi]

SC-SSL: Self-Correcting Collaborative and Contrastive Co-Training Model for Semi-Supervised Medical Image SegmentationJuzheng Miao, Siping Zhou, Guang-Quan Zhou, Kai-Ni Wang, Meng Yang, Shoujun Zhou, Yang Chen 0008. tmi, 43(4):1347-1364, April 2024. [doi]

Real-time endoscopy haze removal: a synthetical methodXu Zhuo, Chenbin Yang, Yuming Gao, Zhihua Wang, Yang Chen 0008, Ke Wu. mta, 83(11):31195-31209, March 2024. [doi]

2023

CT-Net: Cascaded T-shape network using spectral redundancy for dual-energy CT limited-angle reconstructionKai Chen, Guohui Ji, Chenrui Wang, Zhiguang Peng, Xu Ji, Hui Tang, Chunfeng Yang, Yang Chen 0008. bspc, 79(Part):104072, 2023. [doi]

SPEAR-Net: Self-Prior Enhanced Artifact Removal Network for Limited-Angle DECTKai Chen, Chunfeng Yang, Hui Tang, Xu Ji, Gouenou Coatrieux, Jean-Louis Coatrieux, Yang Chen 0008. tim, 72:1-14, 2023. [doi]

3DSRNet: 3-D Spine Reconstruction Network Using 2-D Orthogonal X-Ray Images Based on Deep LearningYuan Gao, Hui Tang, Rongjun Ge, Jin Liu 0019, Xin Chen, Yan-xi, Xu Ji, Huazhong Shu, Jian Zhu, Gouenou Coatrieux, Jean-Louis Coatrieux, Yang Chen 0008. tim, 72:1-14, 2023. [doi]

Improving anisotropy resolution of computed tomography and annotation using 3D super-resolution networkRongjun Ge, Fanqi Shi, Yang Chen 0008, Shujun Tang, Hailong Zhang, Xiaojian Lou, Wei Zhao 0029, Gouenou Coatrieux, Dazhi Gao, Shuo Li 0001, Xiaoli Mai. bspc, 82:104590, April 2023. [doi]

SEA-Net: Structure-Enhanced Attention Network for Limited-Angle CBCT Reconstruction of Clinical Projection DataDianlin Hu, Yikun Zhang, Wangyao Li, Weijie Zhang, Krishna Reddy, Qiaoqiao Ding, Xiaoqun Zhang, Yang Chen 0008, Hao Gao. tim, 72:1-13, 2023. [doi]

A Deep-Learning-Based Method for Correction of Bone-Induced CT Beam-Hardening ArtifactsXu Ji, Dazhi Gao, Yimin Gan, Yikun Zhang, Yan-xi, Guotao Quan, Zhikai Lu, Yang Chen 0008. tim, 72:1-12, 2023. [doi]

A Geometrical Calibration Method for C-Arm CT Based on a Nonlinear Registration ModelXu Ji, Yuchen Lu, Xu Zhuo, Yikun Zhang, Shiyu Zhu, Yang Chen 0008. tim, 72:1-13, 2023. [doi]

O2M-UDA: Unsupervised dynamic domain adaptation for one-to-multiple medical image segmentationZiyue Jiang, Yuting He, Shuai Ye, Pengfei Shao, Xiaomei Zhu, Yi Xu, Yang Chen 0008, Jean-Louis Coatrieux, Shuo Li 0001, Guanyu Yang. kbs, 265:110378, April 2023. [doi]

Low-Dose CT Image Synthesis for Domain Adaptation Imaging Using a Generative Adversarial Network With Noise Encoding Transfer LearningMing Li, Jiping Wang, Yang Chen 0008, Yufei Tang, Zhongyi Wu, Yujin Qi, Haochuan Jiang, Jian Zheng 0001, Benjamin M. W. Tsui. tmi, 42(9):2616-2630, September 2023. [doi]

SpMVNet: Spatial Multi-view Network for Head and Neck Organs at Risk SegmentationHongzhi Liu, Shiyu Zhu, Qianjin Feng, Yang Chen 0008. adma 2023: 257-271 [doi]

Adaptive Frequency Learning Network With Anti-Aliasing Complex Convolutions for Colon Diseases SubtypesKaini Wang, Shuaishuai Zhuang, Juzheng Miao, Yang Chen 0008, Jie Hua 0004, Guang-Quan Zhou, Xiaopu He, Shuo Li 0001. titb, 27(10):4816-4827, October 2023. [doi]

Deep Dual-Domain United Guiding Learning With Global-Local Transformer-Convolution U-Net for LDCT ReconstructionZhan Wu, Xinyun Zhong, Tianling Lyv, Dayang Wang, Ruifeng Chen, Xu Yan, Gouenou Coatrieux, Xu Ji, Hengyong Yu, Yang Chen 0008, Xiaoli Mai. tim, 72:1-15, 2023. [doi]

Unsharp Structure Guided Filtering for Self-Supervised Low-Dose CT ImagingQianyu Wu, Xu Ji, Yunbo Gu, Jun Xiang, Guotao Quan, Baosheng Li, Jian Zhu, Gouenou Coatrieux, Jean-Louis Coatrieux, Yang Chen 0008. tmi, 42(11):3283-3294, November 2023. [doi]

Deep Embedding-Attention-Refinement for Sparse-View CT ReconstructionWeiwen Wu, Xiaodong Guo, Yang Chen 0008, Shaoyu Wang, Jun Chen. tim, 72:1-11, 2023. [doi]

Multi-Task Learning for Pulmonary Arterial Hypertension Prognosis Prediction via Memory Drift and Prior Prompt Learning on 3D Chest CTGuanyu Yang, Yuting He, Yang Lv, Yang Chen 0008, Jean-Louis Coatrieux, Xiaoxuan Sun, Qiang Wang, Yongyue Wei, Shuo Li 0001, Yinsu Zhu. titb, 27(4):1967-1978, April 2023. [doi]

DREAM-Net: Deep Residual Error Iterative Minimization Network for Sparse-View CT ReconstructionYikun Zhang, Dianlin Hu, Shilei Hao, Jin Liu 0019, Guotao Quan, Yi Zhang 0018, Xu Ji, Yang Chen 0008. titb, 27(1):480-491, 2023. [doi]

PIE-ARNet: Prior Image Enhanced Artifact Removal Network for Limited-Angle DECTYikun Zhang, Dianlin Hu, Tianling Lyu, Jian Zhu, Guotao Quan, Jun Xiang, Gouenou Coatrieux, Shouhua Luo, Yang Chen 0008. tim, 72:1-12, 2023. [doi]

SPIE-DIR: Self-Prior Information Enhanced Deep Iterative Reconstruction Using Two Complementary Limited-Angle Scans for DECTYikun Zhang, Dianlin Hu, Tianling Lyu, Guotao Quan, Jun Xiang, Gouenou Coatrieux, Shouhua Luo, Yang Chen 0008. tim, 72:1-12, 2023. [doi]

Centerline-supervision multi-task learning network for coronary angiography segmentationYuanxiu Zhang, Yufeng Gao, Guangquan Zhou, Jianan He, Jun Xia, Guoyi Peng, Xiaojian Lou, Shoujun Zhou, Hui Tang, Yang Chen 0008. bspc, 82:104510, April 2023. [doi]

TIME-Net: Transformer-Integrated Multi-Encoder Network for limited-angle artifact removal in dual-energy CBCTYikun Zhang, Dianlin Hu, Zhihong Yan, Qingxian Zhao, Guotao Quan, Shouhua Luo, Yi Zhang, Yang Chen 0008. mia, 83:102650, 2023. [doi]

TAGNet: A transformer-based axial guided network for bile duct segmentationGuang-Quan Zhou, Fuxing Zhao, Qing-Han Yang, Kai-Ni Wang, Shengxiao Li, Shoujun Zhou, Jian Lu, Yang Chen 0008. bspc, 86(Part B):105244, September 2023. [doi]

DSANet: Dual-Branch Shape-Aware Network for Echocardiography Segmentation in Apical ViewsGuang-Quan Zhou, Wen-bo Zhang, Zhong-Qing Shi, Zhan-Ru Qi, Kai-Ni Wang, Hong Song, Jing Yao, Yang Chen 0008. titb, 27(10):4804-4815, October 2023. [doi]

2022

MRCON-Net: Multiscale reweighted convolutional coding neural network for low-dose CT imagingJin Liu 0019, Yanqin Kang, Zhenyu Xia, Jun-qiang, Junfeng Zhang, Yikun Zhang, Yang Chen 0008. cmpb, 221:106851, 2022. [doi]

Deep learning-based framework for segmentation of multiclass rib fractures in CT utilizing a multi-angle projection networkYuan Gao, Han Chen, Rongjun Ge, Zhan Wu, Hui Tang, Dazhi Gao, Xiaoli Mai, Libo Zhang, Benqiang Yang, Yang Chen 0008, Jean-Louis Coatrieux. cars, 17(6):1115-1124, 2022. [doi]

DDPNet: A Novel Dual-Domain Parallel Network for Low-Dose CT ReconstructionRongjun Ge, Yuting He, Cong Xia, Hailong Sun 0006, Yikun Zhang, Dianlin Hu, Sijie Chen, Yang Chen 0008, Shuo Li 0001, Daoqiang Zhang. miccai 2022: 748-757 [doi]

X-CTRSNet: 3D cervical vertebra CT reconstruction and segmentation directly from 2D X-ray imagesRongjun Ge, Yuting He, Cong Xia, Chenchu Xu, Weiya Sun, Guanyu Yang, Junru Li, Zhihua Wang, Hailing Yu, Daoqiang Zhang, Yang Chen 0008, Limin Luo, Shuo Li 0001, Yinsu Zhu. kbs, 236:107680, 2022. [doi]

RE-3DLVNet: Refined estimation of the left ventricle volume via interactive 3D segmentation and reinforced quantificationRongjun Ge, Cong Xia, Yuting He, Hailong Sun 0006, Daoqiang Zhang, Guanyu Yang, Wentao Xiang, Jinjun Shi, Limin Luo, Yinsu Zhu, Shuo Li 0001, Yang Chen 0008. kbs, 251:109212, 2022. [doi]

Online Hard Patch Mining Using Shape Models and Bandit Algorithm for Multi-Organ SegmentationJianan He, Guangquan Zhou, Shoujun Zhou, Yang Chen 0008. titb, 26(6):2648-2659, 2022. [doi]

TRANS-Net: Transformer-Enhanced Residual-Error AlterNative Suppression Network for MRI ReconstructionDianlin Hu, Yikun Zhang, Jianfeng Zhu, Qiegen Liu, Yang Chen 0008. tim, 71:1-13, 2022. [doi]

DIOR: Deep Iterative Optimization-Based Residual-Learning for Limited-Angle CT ReconstructionDianlin Hu, Yikun Zhang, Jin Liu 0019, Shouhua Luo, Yang Chen 0008. tmi, 41(7):1778-1790, 2022. [doi]

PRIOR: Prior-Regularized Iterative Optimization Reconstruction For 4D CBCTDianlin Hu, Yikun Zhang, Jin Liu 0019, Yi Zhang 0018, Jean-Louis Coatrieux, Yang Chen 0008. titb, 26(11):5551-5562, 2022. [doi]

BKC-Net: Bi-Knowledge Contrastive Learning for renal tumor diagnosis on 3D CT imagesJindi Kong, Yuting He, Xiaomei Zhu, Pengfei Shao, Yi Xu, Yang Chen 0008, Jean-Louis Coatrieux, Guanyu Yang. kbs, 252:109369, 2022. [doi]

MVSGAN: Spatial-Aware Multi-View CMR Fusion for Accurate 3D Left Ventricular Myocardium SegmentationXiaoming Qi, Yuting He, Guanyu Yang, Yang Chen 0008, Jian Yang 0009, Wangyag Liu, Yinsu Zhu, Yi Xu, Huazhong Shu, Shuo Li 0001. titb, 26(5):2264-2275, 2022. [doi]

Deformable transformer for endoscopic video super-resolutionXiaowei Song, Hui Tang, Chunfeng Yang, Guangquan Zhou, Yangang Wang, Xinjun Huang, Jie Hua 0004, Gouenou Coatrieux, Xiaopu He, Yang Chen 0008. bspc, 77:103827, 2022. [doi]

Projection network with Spatio-temporal information: 2D + time DSA to 2D aorta segmentationWeiya Sun, Yuting He, Rongjun Ge, Guanyu Yang, Yang Chen 0008, Huazhong Shu. mta, 81(19):28021-28035, 2022. [doi]

Automatic Video Analysis Framework for Exposure Region Recognition in X-Ray Imaging AutomationJiarui Sun, Zhan Wu, Zechen Yu, Huanji Chen, Changping Du, Liang Xu, Jian Zhong, Juan Feng, Gouenou Coatrieux, Jean-Louis Coatrieux, Yang Chen 0008. titb, 26(9):4359-4370, 2022. [doi]

Masked Joint Bilateral Filtering via Deep Image Prior for Digital X-Ray Image DenoisingQianyu Wu, Hui Tang, Hanxi Liu, Yang Chen 0008. titb, 26(8):4008-4019, 2022. [doi]

ISP-Net: Fusing features to predict ischemic stroke infarct core on CT perfusion mapsHaichen Zhu, Yang Chen 0008, Tianyu Tang, Gao Ma, Jiaying Zhou, Jiulou Zhang, Shanshan Lu, Feiyun Wu, Limin Luo, Sheng Liu, Shenghong Ju, Haibin Shi. cmpb, 215:106630, 2022. [doi]

2021

Unsupervised domain adaptation based on cluster matching and Fisher criterion for image classificationHeyou Chang, Fanlong Zhang, Shuai Ma, Guangwei Gao, Hao Zheng, Yang Chen 0008. cee, 91:107041, 2021. [doi]

Convolutional squeeze-and-excitation network for ECG arrhythmia detectionRongjun Ge, Tengfei Shen, Ying Zhou, Chengyu Liu, Libo Zhang, Benqiang Yang, Ying Yan, Jean-Louis Coatrieux, Yang Chen 0008. artmed, 121:102181, 2021. [doi]

Automatic and Robust Object Detection in X-Ray Baggage Inspection Using Deep Convolutional Neural NetworksBangzhong Gu, Rongjun Ge, Yang Chen 0008, Limin Luo, Gouenou Coatrieux. tie, 68(10):10248-10257, 2021. [doi]

SPECIAL: Single-Shot Projection Error Correction Integrated Adversarial Learning for Limited-Angle CTDianlin Hu, Yikun Zhang, Jin Liu 0019, Changping Du, Jinglin Zhang, Shouhua Luo, Guotao Quan, Qiegen Liu, Yang Chen 0008, Limin Luo. tci, 7:734-746, 2021. [doi]

Estimating dual-energy CT imaging from single-energy CT data with material decomposition convolutional neural networkTianling Lyu, Wei Zhao 0029, Yinsu Zhu, Zhan Wu, Yikun Zhang, Yang Chen 0008, Limin Luo, Shuo Li 0001, Lei Xing. mia, 70:102001, 2021. [doi]

Dissected aorta segmentation using convolutional neural networksTianling Lyu, Guanyu Yang, Xingran Zhao, Huazhong Shu, Limin Luo, Duanduan Chen, Jiang Xiong, Jian Yang 0009, Shuo Li 0001, Jean-Louis Coatrieux, Yang Chen 0008. cmpb, 211:106417, 2021. [doi]

Homotopic Gradients of Generative Density Priors for MR Image ReconstructionCong Quan, Jinjie Zhou, Yuanzheng Zhu, Yang Chen 0008, Shanshan Wang 0002, Dong Liang 0001, Qiegen Liu. tmi, 40(12):3265-3278, 2021. [doi]

Marginal loss and exclusion loss for partially supervised multi-organ segmentationGonglei Shi, Li Xiao, Yang Chen 0008, S. Kevin Zhou. mia, 70:101979, 2021. [doi]

An adaptive optimal viewing angle determination algorithm for TEVAR operationWeiya Sun, Guanyu Yang, Yang Chen 0008, Huazhong Shu. bmcmi, 21(1):141, 2021. [doi]

ELNet: Automatic classification and segmentation for esophageal lesions using convolutional neural networkZhan Wu, Rongjun Ge, Minli Wen, Gaoshuang Liu, Yang Chen 0008, Pinzheng Zhang, Xiaopu He, Jie Hua 0004, Limin Luo, Shuo Li 0001. mia, 67:101838, 2021. [doi]

Automatic Patient-Level Detection of Coronavirus Disease (COVID-19) Using Convolutional Neural Network from Lung CT ScansZhan Wu, Rongjun Ge, Yang Chen 0008, Xiaopu He, Limin Luo, Yu Cao, Hengyong Yu. jmihi, 11(11):2722-2732, 2021. [doi]

MAGIC: Manifold and Graph Integrative Convolutional Network for Low-Dose CT ReconstructionWenjun Xia, Zexin Lu, Yongqiang Huang, Zuoqiang Shi, Yan Liu, Hu Chen, Yang Chen 0008, Jiliu Zhou, Yi Zhang 0018. tmi, 40(12):3459-3472, 2021. [doi]

ResNet-SCDA-50 for Breast Abnormality ClassificationXiang Yu, Cheng Kang, David S. Guttery, Seifedine Nimer Kadry, Yang Chen 0008, Yu-Dong Zhang 0001. tcbb, 18(1):94-102, 2021. [doi]

CLEAR: Comprehensive Learning Enabled Adversarial Reconstruction for Subtle Structure Enhanced Low-Dose CT ImagingYikun Zhang, Dianlin Hu, Qianlong Zhao, Guotao Quan, Jin Liu 0019, Qiegeng Liu, Yi Zhang 0018, Gouenou Coatrieux, Yang Chen 0008, Hengyong Yu. tmi, 40(11):3089-3101, 2021. [doi]

CD-Net: Comprehensive Domain Network With Spectral Complementary for DECT Sparse-View ReconstructionYikun Zhang, Tianling Lv, Rongjun Ge, Qianlong Zhao, Dianlin Hu, Liu Zhang, Jin Liu 0019, Yi Zhang 0018, Qiegen Liu, Wei Zhao, Yang Chen 0008. tci, 7:436-447, 2021. [doi]

2020

Cascade ResUnet with Noise Power Spectrum Loss for Low Dose CT ImagingJin Liu 0019, Yanqin Kang, Dianlin Hu, Yang Chen 0008. bmei 2020: 796-801 [doi]

K-Net: Integrate Left Ventricle Segmentation and Direct Quantification of Paired Echo SequenceRongjun Ge, Guanyu Yang, Yang Chen 0008, Limin Luo, Cheng Feng, Hong Ma, Junyi Ren, Shuo Li 0001. tmi, 39(5):1690-1702, 2020. [doi]

Discriminative feature representation for Noisy image quality assessmentYunbo Gu, Hui Tang, Tianling Lv, Yang Chen 0008, Zhiping Wang, Lu Zhang 0037, Jian Yang 0009, Huazhong Shu, Limin Luo, Gouenou Coatrieux. mta, 79(11-12):7783-7809, 2020. [doi]

Dense biased networks with deep priori anatomy and hard region adaptation: Semi-supervised learning for fine renal artery segmentationYuting He, Guanyu Yang, Jian Yang 0009, Yang Chen 0008, Youyong Kong, Jiasong Wu, Lijun Tang, Xiaomei Zhu, Jean-Louis Dillenseger, Pengfei Shao, Shaobo Zhang, Huazhong Shu, Jean-Louis Coatrieux, Shuo Li 0001. mia, 63:101722, 2020. [doi]

Deep Complementary Joint Model for Complex Scene Registration and Few-Shot Segmentation on Medical ImagesYuting He, Tiantian Li, Guanyu Yang, Youyong Kong, Yang Chen 0008, Huazhong Shu, Jean-Louis Coatrieux, Jean-Louis Dillenseger, Shuo Li 0001. eccv 2020: 770-786 [doi]

SISTER: Spectral-Image Similarity-Based Tensor With Enhanced-Sparsity Reconstruction for Sparse-View Multi-Energy CTDianlin Hu, Weiwen Wu, Moran Xu, Yanbo Zhang, Jin Liu 0019, Rongjun Ge, Yang Chen 0008, Limin Luo, Gouenou Coatrieux. tci, 6:477-490, 2020. [doi]

Coarse-to-fine classification for diabetic retinopathy grading using convolutional neural networkZhan Wu, Gonglei Shi, Yang Chen 0008, Fei Shi, Xinjian Chen, Gouenou Coatrieux, Jian Yang 0009, Limin Luo, Shuo Li 0001. artmed, 108:101936, 2020. [doi]

Weakly-supervised convolutional neural networks of renal tumor segmentation in abdominal CTA imagesGuanyu Yang, Chuanxia Wang, Jian Yang 0009, Yang Chen 0008, Lijun Tang, Pengfei Shao, Jean-Louis Dillenseger, Huazhong Shu, Limin Luo. bmcmi, 20(1):37, 2020. [doi]

Vessel Structure Extraction using Constrained Minimal Path PropagationGuanyu Yang, Tianling Lv, Yunpeng Shen, Shuo Li 0001, Jian Yang 0009, Yang Chen 0008, Huazhong Shu, Limin Luo, Jean-Louis Coatrieux. artmed, 105:101846, 2020. [doi]

Compressed sensing MR image reconstruction via a deep frequency-division networkJiulou Zhang, Yunbo Gu, Hui Tang, Xiaoqing Wang, Youyong Kong, Yang Chen 0008, Huazhong Shu, Jean-Louis Coatrieux. ijon, 384:346-355, 2020. [doi]

Obtaining Dual-Energy Computed Tomography (CT) Information from a Single-Energy CT Image forQuantitative Imaging Analysis of Living Subjects by Using Deep LearningWei Zhao, Tianling Lv, Rena Lee, Yang Chen 0008, Lei Xing. psb 2020: 139-148 [doi]

Temporally downsampled cerebral CT perfusion image restoration using deep residual learningHaichen Zhu, Dan Tong, Lu Zhang, Shijie Wang, Weiwen Wu, Hui Tang, Yang Chen 0008, Limin Luo, Jian Zhu, Baosheng Li. cars, 15(2):193-201, 2020. [doi]

2019

Artifact Suppressed Nonlinear Diffusion Filtering for Low-Dose CT Image ProcessingYi Liu 0007, Yang Chen 0008, Ping Chen, Zhiwei Qiao, Zhiguo Gui. access, 7:109856-109869, 2019. [doi]

4D-CBCT Reconstruction via Motion Compensataion Learning Induced Sparse Tensor ConstraintJin Liu 0019, Yanqin Kang, Dianlin Hu, Yang Chen 0008. bmei 2019: 1-5 [doi]

Graph-Regularized Discriminative Analysis-Synthesis Dictionary Pair Learning for Image ClassificationHeyou Chang, Hui Tang, Fanlong Zhang, Yang Chen 0008, Hao Zheng. access, 7:55398-55406, 2019. [doi]

Deep learning-based digital subtraction angiography image generationYufeng Gao, Yu Song, Xiangrui Yin, Weiwen Wu, Lu Zhang 0037, Yang Chen 0008, Wanyin Shi. cars, 14(10):1775-1784, 2019. [doi]

PV-LVNet: Direct left ventricle multitype indices estimation from 2D echocardiograms of paired apical views with deep neural networksRongjun Ge, Guanyu Yang, Yang Chen 0008, Limin Luo, Cheng Feng, Heye Zhang, Shuo Li 0001. mia, 58, 2019. [doi]

A Novel Chaos-Based Symmetric Image Encryption Using Bit-Pair Level ProcessRongjun Ge, Guanyu Yang, Jiasong Wu, Yang Chen 0008, Gouenou Coatrieux, Limin Luo. access, 7:99470-99480, 2019. [doi]

EchoQuan-Net: Direct Quantification of Echo Sequence for Left Ventricle Multidimensional Indices via Global-Local Learning, Geometric Adjustment and Multi-target Relation LearningRongjun Ge, Guanyu Yang, Chenchu Xu, Jiulou Zhang, Yang Chen 0008, Limin Luo, Cheng Feng, Heye Zhang, Shuo Li. icann 2019: 219-230 [doi]

Sparse Tensor Constrained for Low Dose CT ReconstructionYanqin Kang, Jin Liu, Yunbo Gu, Yang Chen 0008. isbi 2019: 1660-1663 [doi]

Vessel segmentation using centerline constrained level set methodTianling Lv, Guanyu Yang, Yudong Zhang, Jian Yang 0009, Yang Chen 0008, Huazhong Shu, Limin Luo. mta, 78(12):17051-17075, 2019. [doi]

An Improved Real-Time Endovascular Guidewire Position Simulation Using Activity on Edge NetworkJianpeng Qiu, Libo Zhang, Guanyu Yang, Yang Chen 0008, Shoujun Zhou. access, 7:126618-126624, 2019. [doi]

Domain Progressive 3D Residual Convolution Network to Improve Low-Dose CT ImagingXiangrui Yin, Jean-Louis Coatrieux, Qianlong Zhao, Jin Liu, Wei Yang 0006, Jian Yang 0009, Guotao Quan, Yang Chen 0008, Huazhong Shu, Limin Luo. tmi, 38(12):2903-2913, 2019. [doi]

2018

Predicting CT Image From MRI Data Through Feature Matching With Learned Nonlinear Local DescriptorsWei Yang 0006, Liming Zhong, Yang Chen 0008, Liyan Lin, Zhentai Lu, Shupeng Liu, Yao Wu, Qianjin Feng, Wufan Chen. tmi, 37(4):977-987, 2018. [doi]

Structure-Adaptive Fuzzy Estimation for Random-Valued Impulse Noise SuppressionYang Chen 0008, Yudong Zhang, Huazhong Shu, Jian Yang 0009, Limin Luo, Jean-Louis Coatrieux, Qianjin Feng. tcsv, 28(2):414-427, 2018. [doi]

Phase-Constrained Parallel Magnetic Resonance Imaging Reconstruction Based on Low-Rank Matrix CompletionLongyu Jiang, Runguo He, Jie Liu, Yang Chen 0008, Jiasong Wu, Huazhong Shu, Jean-Louis Coatrieux. access, 6:4941-4954, 2018. [doi]

Automatic brain tissue segmentation based on graph filterYouyong Kong, Xiaopeng Chen, Jiasong Wu, Pinzheng Zhang, Yang Chen 0008, Huazhong Shu. bmcmi, 18(1), 2018. [doi]

3D Feature Constrained Reconstruction for Low-Dose CT ImagingJin Liu, Yining Hu, Jian Yang 0009, Yang Chen 0008, Huazhong Shu, Limin Luo, Qianjing Feng, Zhiguo Gui, Gouenou Coatrieux. tcsv, 28(5):1232-1247, 2018. [doi]

A Hybrid Model for Image Denoising Combining Modified Isotropic Diffusion Model and Modified Perona-Malik ModelNa Wang, Yu Shang, Yang Chen 0008, Min Yang, Quan Zhang, Yi Liu, Zhiguo Gui. access, 6:33568-33582, 2018. [doi]

PCANet: An energy perspectiveJiasong Wu, Shijie Qiu, Youyong Kong, Longyu Jiang, Yang Chen 0008, Wankou Yang, Lotfi Senhadji, Huazhong Shu. ijon, 313:271-287, 2018. [doi]

2017

MomentsNet: A simple learning-free method for binary image recognitionJiasong Wu, Shijie Qiu, Youyong Kong, Yang Chen 0008, Lotfi Senhadji, Huazhong Shu. icip 2017: 2667-2671 [doi]

Automatic Whole Heart Segmentation in CT Images Based on Multi-atlas Image RegistrationGuanyu Yang, Chenchen Sun, Yang Chen 0008, Lijun Tang, Huazhong Shu, Jean-Louis Dillenseger. miccai 2018: 250-257 [doi]

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