Yang Chen

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 135

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Medical Imaging

IEEE J. Biomed. Health Informatics

CoRR

Publications

Guojun Zhu, Yikun Zhang, Weilong Mao, Shiyu Zhu, Yan Xi, Guotao Quan, Gouenou Coatrieux, Xu Ji, Shipeng Xie, Yang Chen
Multistage Dual-Domain Networks With Informative Prior and Self-Augmentation for Dual-Energy Limited-Angle CT Reconstruction. IEEE Trans. Instrum. Meas. 73 (2024)
Zhengyuan Zhou, Kai Chen, Dianlin Hu, Huazhong Shu, Gouenou Coatrieux, Jean-Louis Coatrieux, Yang Chen
Global texture sensitive convolutional transformer for medical image steganalysis. Multim. Syst. 30 (3) (2024)
Yiyuan Tao, Zhizhou Zhang, Dianlin Hu, Zhan Wu, Weilong Mao, Guojun Zhu, Xuanjia Fei, Xu Ji, Yikun Zhang, Shipeng Xie, Yi Yao, Yang Chen
Prior Image-Constrained Iterative Reconstruction With Adaptive Step Size for Limited-Angle CBCT. IEEE Trans. Instrum. Meas. 73 (2024)
Xu Ji, Yuchen Lu, Yikun Zhang, Xu Zhuo, Shengqi Kan, Weilong Mao, Gouenou Coatrieux, Jean-Louis Coatrieux, Guotao Quan, Yan Xi, Shuo Li, Tianling Lyu, Yang Chen
SeNAS-Net: Self-Supervised Noise and Artifact Suppression Network for Material Decomposition in Spectral CT. IEEE Trans. Computational Imaging 10 (2024)
Xu Ji, Xu Zhuo, Yuchen Lu, Weilong Mao, Shiyu Zhu, Guotao Quan, Yan Xi, Tianling Lyu, Yang Chen
Image Domain Multi-Material Decomposition Noise Suppression Through Basis Transformation and Selective Filtering. IEEE J. Biomed. Health Informatics 28 (5) (2024)
Jiali Zhu, Dianlin Hu, Weilong Mao, Jianfeng Zhu, Rihan Hu, Yang Chen
DE-Net: Detail-enhanced MR reconstruction network via global-local dependent attention. Biomed. Signal Process. Control. 95 (2024)
Kai-Ni Wang, Shengxiao Li, Zhenyu Bu, Fuxing Zhao, Guang-Quan Zhou, Shoujun Zhou, Yang Chen
SBCNet: Scale and Boundary Context Attention Dual-Branch Network for Liver Tumor Segmentation. IEEE J. Biomed. Health Informatics 28 (5) (2024)
Liuwen Zou, Jiarui Sun, Jingyu Li, Hui Tang, Guangquan Zhou, Gouenou Coatrieux, Jean-Louis Coatrieux, Yang Chen, Yanni Jiang
A Multi-group similarity-decoding-based method for deep model ensembling applied in the microcalcification classification on digital mammograms. Biomed. Signal Process. Control. 91 (2024)
Xu Zhuo, Chenbin Yang, Yuming Gao, Zhihua Wang, Yang Chen, Ke Wu
Real-time endoscopy haze removal: a synthetical method. Multim. Tools Appl. 83 (11) (2024)
Kai Chen, Zhengyuan Zhou, Yuchen Li, Xu Ji, Jiasong Wu, Jean-Louis Coatrieux, Yang Chen, Gouenou Coatrieux
RED-Net: Residual and Enhanced Discriminative Network for Image Steganalysis in the Internet of Medical Things and Telemedicine. IEEE J. Biomed. Health Informatics 28 (3) (2024)
Yuting He, Rongjun Ge, Xiaoming Qi, Yang Chen, Jiasong Wu, Jean-Louis Coatrieux, Guanyu Yang, Shuo Li
Learning Better Registration to Learn Better Few-Shot Medical Image Segmentation: Authenticity, Diversity, and Robustness. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Yuan Gao, Liu Zhang, Wenxue Yu, Shijie Wang, Pinzheng Zhang, Cheng Xue, Chunfeng Yang, Shipeng Xie, Gouenou Coatrieux, Jean-Louis Coatrieux, Yang Chen
Cas-PRED: A Limited-Angle Cone Beam CT Reconstruction Research Based on Prior Information. IEEE Trans. Instrum. Meas. 73 (2024)
Qianyu Wu, Zhongqian Hu, Aichun Zhu, Hui Tang, Jiaxin Zou, Yan Xi, Yang Chen
A flow-based multi-scale learning network for single image stochastic super-resolution. Signal Process. Image Commun. 125 (2024)
Jiarui Sun, Yuhao Liu, Yan Xi, Gouenou Coatrieux, Jean-Louis Coatrieux, Xu Ji, Liang Jiang, Yang Chen
Multi-grained contrastive representation learning for label-efficient lesion segmentation and onset time classification of acute ischemic stroke. Medical Image Anal. 97 (2024)
Juzheng Miao, Siping Zhou, Guang-Quan Zhou, Kai-Ni Wang, Meng Yang, Shoujun Zhou, Yang Chen
SC-SSL: Self-Correcting Collaborative and Contrastive Co-Training Model for Semi-Supervised Medical Image Segmentation. IEEE Trans. Medical Imaging 43 (4) (2024)
Shizhe Zang, Yikun Zhang, Dianlin Hu, Weilong Mao, Xuanjia Fei, Xu Ji, Yi Yao, Chunfeng Yang, Gouenou Coatrieux, Yang Chen
Coarse-to-Fine Learning for Planning CT-Enhanced Limited-Angle CBCT Reconstruction. IEEE Trans. Instrum. Meas. 73 (2024)
Heyou Chang, Guangwei Gao, Yang Chen, Hao Zheng
Multi-task Contexture Learning Network for automated vertebrae segmentation and tumor diagnosis from MRI. Comput. Electr. Eng. 113 (2024)
Yikun Zhang, Dianlin Hu, Zhihong Yan, Qingxian Zhao, Guotao Quan, Shouhua Luo, Yi Zhang, Yang Chen
TIME-Net: Transformer-Integrated Multi-Encoder Network for limited-angle artifact removal in dual-energy CBCT. Medical Image Anal. 83 (2023)
Yuan Gao, Hui Tang, Rongjun Ge, Jin Liu, Xin Chen, Yan Xi, Xu Ji, Huazhong Shu, Jian Zhu, Gouenou Coatrieux, Jean-Louis Coatrieux, Yang Chen
3DSRNet: 3-D Spine Reconstruction Network Using 2-D Orthogonal X-Ray Images Based on Deep Learning. IEEE Trans. Instrum. Meas. 72 (2023)
Kai Chen, Chunfeng Yang, Hui Tang, Xu Ji, Gouenou Coatrieux, Jean-Louis Coatrieux, Yang Chen
SPEAR-Net: Self-Prior Enhanced Artifact Removal Network for Limited-Angle DECT. IEEE Trans. Instrum. Meas. 72 (2023)
Yikun Zhang, Dianlin Hu, Tianling Lyu, Guotao Quan, Jun Xiang, Gouenou Coatrieux, Shouhua Luo, Yang Chen
SPIE-DIR: Self-Prior Information Enhanced Deep Iterative Reconstruction Using Two Complementary Limited-Angle Scans for DECT. IEEE Trans. Instrum. Meas. 72 (2023)
Hongzhi Liu, Xiaoli Mai, Junyang Han, Shiyu Zhu, Jiacheng Nie, Weixuan Wan, Pinzheng Zhang, Shijie Wang, Wenxue Yu, Xiaoying Tang, Cheng Xue, Chunfeng Yang, Qianjin Feng, Yang Chen
Spinal Lesions Classification and Localization with ACAT-Net from X-ray Images. BIBM (2023)
Kaini Wang, Shuaishuai Zhuang, Juzheng Miao, Yang Chen, Jie Hua, Guang-Quan Zhou, Xiaopu He, Shuo Li
Adaptive Frequency Learning Network With Anti-Aliasing Complex Convolutions for Colon Diseases Subtypes. IEEE J. Biomed. Health Informatics 27 (10) (2023)
Weiwen Wu, Xiaodong Guo, Yang Chen, Shaoyu Wang, Jun Chen
Deep Embedding-Attention-Refinement for Sparse-View CT Reconstruction. IEEE Trans. Instrum. Meas. 72 (2023)
Hongzhi Liu, Shiyu Zhu, Qianjin Feng, Yang Chen
SpMVNet: Spatial Multi-view Network for Head and Neck Organs at Risk Segmentation. ADMA (2) (2023)
Junyang Han, Cheng Xue, Hongzhi Liu, Shiyu Zhu, Jiacheng Nie, Weixuan Wan, Chunfeng Yang, Wenxue Yu, Xiaoying Tang, Yang Chen, Shijie Wang, Pinzheng Zhang, Jean-Louis Coatrieux
Specific-Modal Spatial Guidance and Feature Enhancement for Multi-modal Brain Tumor Segmentation. BIBM (2023)
Kai Chen, Guohui Ji, Chenrui Wang, Zhiguang Peng, Xu Ji, Hui Tang, Chunfeng Yang, Yang Chen
CT-Net: Cascaded T-shape network using spectral redundancy for dual-energy CT limited-angle reconstruction. Biomed. Signal Process. Control. 79 (Part) (2023)
Guanyu Yang, Yuting He, Yang Lv, Yang Chen, Jean-Louis Coatrieux, Xiaoxuan Sun, Qiang Wang, Yongyue Wei, Shuo Li, Yinsu Zhu
Multi-Task Learning for Pulmonary Arterial Hypertension Prognosis Prediction via Memory Drift and Prior Prompt Learning on 3D Chest CT. IEEE J. Biomed. Health Informatics 27 (4) (2023)
Xu Ji, Dazhi Gao, Yimin Gan, Yikun Zhang, Yan Xi, Guotao Quan, Zhikai Lu, Yang Chen
A Deep-Learning-Based Method for Correction of Bone-Induced CT Beam-Hardening Artifacts. IEEE Trans. Instrum. Meas. 72 (2023)
Guang-Quan Zhou, Wen-Bo Zhang, Zhong-Qing Shi, Zhan-Ru Qi, Kai-Ni Wang, Hong Song, Jing Yao, Yang Chen
DSANet: Dual-Branch Shape-Aware Network for Echocardiography Segmentation in Apical Views. IEEE J. Biomed. Health Informatics 27 (10) (2023)
Zhan Wu, Xinyun Zhong, Tianling Lyv, Dayang Wang, Ruifeng Chen, Xu Yan, Gouenou Coatrieux, Xu Ji, Hengyong Yu, Yang Chen, Xiaoli Mai
Deep Dual-Domain United Guiding Learning With Global-Local Transformer-Convolution U-Net for LDCT Reconstruction. IEEE Trans. Instrum. Meas. 72 (2023)
Yuanxiu Zhang, Yufeng Gao, Guangquan Zhou, Jianan He, Jun Xia, Guoyi Peng, Xiaojian Lou, Shoujun Zhou, Hui Tang, Yang Chen
Centerline-supervision multi-task learning network for coronary angiography segmentation. Biomed. Signal Process. Control. 82 (2023)
Xu Ji, Yuchen Lu, Xu Zhuo, Yikun Zhang, Shiyu Zhu, Yang Chen
A Geometrical Calibration Method for C-Arm CT Based on a Nonlinear Registration Model. IEEE Trans. Instrum. Meas. 72 (2023)
Yikun Zhang, Dianlin Hu, Tianling Lyu, Jian Zhu, Guotao Quan, Jun Xiang, Gouenou Coatrieux, Shouhua Luo, Yang Chen
PIE-ARNet: Prior Image Enhanced Artifact Removal Network for Limited-Angle DECT. IEEE Trans. Instrum. Meas. 72 (2023)
Guang-Quan Zhou, Fuxing Zhao, Qing-Han Yang, Kai-Ni Wang, Shengxiao Li, Shoujun Zhou, Jian Lu, Yang Chen
TAGNet: A transformer-based axial guided network for bile duct segmentation. Biomed. Signal Process. Control. 86 (Part B) (2023)
Ziyue Jiang, Yuting He, Shuai Ye, Pengfei Shao, Xiaomei Zhu, Yi Xu, Yang Chen, Jean-Louis Coatrieux, Shuo Li, Guanyu Yang
O2M-UDA: Unsupervised dynamic domain adaptation for one-to-multiple medical image segmentation. Knowl. Based Syst. 265 (2023)
Ming Li, Jiping Wang, Yang Chen, Yufei Tang, Zhongyi Wu, Yujin Qi, Haochuan Jiang, Jian Zheng, Benjamin M. W. Tsui
Low-Dose CT Image Synthesis for Domain Adaptation Imaging Using a Generative Adversarial Network With Noise Encoding Transfer Learning. IEEE Trans. Medical Imaging 42 (9) (2023)
Yuting He, Guanyu Yang, Rongjun Ge, Yang Chen, Jean-Louis Coatrieux, Boyu Wang, Shuo Li
Geometric Visual Similarity Learning in 3D Medical Image Self-supervised Pre-training. CoRR (2023)
Rongjun Ge, Fanqi Shi, Yang Chen, Shujun Tang, Hailong Zhang, Xiaojian Lou, Wei Zhao, Gouenou Coatrieux, Dazhi Gao, Shuo Li, Xiaoli Mai
Improving anisotropy resolution of computed tomography and annotation using 3D super-resolution network. Biomed. Signal Process. Control. 82 (2023)
Dianlin Hu, Yikun Zhang, Wangyao Li, Weijie Zhang, Krishna Reddy, Qiaoqiao Ding, Xiaoqun Zhang, Yang Chen, Hao Gao
SEA-Net: Structure-Enhanced Attention Network for Limited-Angle CBCT Reconstruction of Clinical Projection Data. IEEE Trans. Instrum. Meas. 72 (2023)
Qianyu Wu, Xu Ji, Yunbo Gu, Jun Xiang, Guotao Quan, Baosheng Li, Jian Zhu, Gouenou Coatrieux, Jean-Louis Coatrieux, Yang Chen
Unsharp Structure Guided Filtering for Self-Supervised Low-Dose CT Imaging. IEEE Trans. Medical Imaging 42 (11) (2023)
Yikun Zhang, Dianlin Hu, Shilei Hao, Jin Liu, Guotao Quan, Yi Zhang, Xu Ji, Yang Chen
DREAM-Net: Deep Residual Error Iterative Minimization Network for Sparse-View CT Reconstruction. IEEE J. Biomed. Health Informatics 27 (1) (2023)
Haichen Zhu, Yang Chen, Tianyu Tang, Gao Ma, Jiaying Zhou, Jiulou Zhang, Shanshan Lu, Feiyun Wu, Limin Luo, Sheng Liu, Shenghong Ju, Haibin Shi
ISP-Net: Fusing features to predict ischemic stroke infarct core on CT perfusion maps. Comput. Methods Programs Biomed. 215 (2022)
Jiarui Sun, Zhan Wu, Zechen Yu, Huanji Chen, Changping Du, Liang Xu, Jian Zhong, Juan Feng, Gouenou Coatrieux, Jean-Louis Coatrieux, Yang Chen
Automatic Video Analysis Framework for Exposure Region Recognition in X-Ray Imaging Automation. IEEE J. Biomed. Health Informatics 26 (9) (2022)
Rongjun Ge, Cong Xia, Yuting He, Hailong Sun, Daoqiang Zhang, Guanyu Yang, Wentao Xiang, Jinjun Shi, Limin Luo, Yinsu Zhu, Shuo Li, Yang Chen
RE-3DLVNet: Refined estimation of the left ventricle volume via interactive 3D segmentation and reinforced quantification. Knowl. Based Syst. 251 (2022)
Jianan He, Guangquan Zhou, Shoujun Zhou, Yang Chen
Online Hard Patch Mining Using Shape Models and Bandit Algorithm for Multi-Organ Segmentation. IEEE J. Biomed. Health Informatics 26 (6) (2022)
Yuan Gao, Han Chen, Rongjun Ge, Zhan Wu, Hui Tang, Dazhi Gao, Xiaoli Mai, Libo Zhang, Benqiang Yang, Yang Chen, Jean-Louis Coatrieux
Deep learning-based framework for segmentation of multiclass rib fractures in CT utilizing a multi-angle projection network. Int. J. Comput. Assist. Radiol. Surg. 17 (6) (2022)
Yuan Gao, Hongzhi Liu, Liang Jiang, Chunfeng Yang, Xindao Yin, Jean-Louis Coatrieux, Yang Chen
CCE-Net: A rib fracture diagnosis network based on contralateral, contextual, and edge enhanced modules. Biomed. Signal Process. Control. 75 (2022)
Rongjun Ge, Yuting He, Cong Xia, Chenchu Xu, Weiya Sun, Guanyu Yang, Junru Li, Zhihua Wang, Hailing Yu, Daoqiang Zhang, Yang Chen, Limin Luo, Shuo Li, Yinsu Zhu
X-CTRSNet: 3D cervical vertebra CT reconstruction and segmentation directly from 2D X-ray images. Knowl. Based Syst. 236 (2022)
Jindi Kong, Yuting He, Xiaomei Zhu, Pengfei Shao, Yi Xu, Yang Chen, Jean-Louis Coatrieux, Guanyu Yang
BKC-Net: Bi-Knowledge Contrastive Learning for renal tumor diagnosis on 3D CT images. Knowl. Based Syst. 252 (2022)
Jin Liu, Yanqin Kang, Zhenyu Xia, Jun Qiang, Junfeng Zhang, Yikun Zhang, Yang Chen
MRCON-Net: Multiscale reweighted convolutional coding neural network for low-dose CT imaging. Comput. Methods Programs Biomed. 221 (2022)
Zhangfu Dong, Yuting He, Xiaoming Qi, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Guanyu Yang, Shuo Li
MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation. IJCAI (2022)
Qianyu Wu, Hui Tang, Hanxi Liu, Yang Chen
Masked Joint Bilateral Filtering via Deep Image Prior for Digital X-Ray Image Denoising. IEEE J. Biomed. Health Informatics 26 (8) (2022)
Xiaoming Qi, Yuting He, Guanyu Yang, Yang Chen, Jian Yang, Wangyag Liu, Yinsu Zhu, Yi Xu, Huazhong Shu, Shuo Li
MVSGAN: Spatial-Aware Multi-View CMR Fusion for Accurate 3D Left Ventricular Myocardium Segmentation. IEEE J. Biomed. Health Informatics 26 (5) (2022)
Dianlin Hu, Yikun Zhang, Jianfeng Zhu, Qiegen Liu, Yang Chen
TRANS-Net: Transformer-Enhanced Residual-Error AlterNative Suppression Network for MRI Reconstruction. IEEE Trans. Instrum. Meas. 71 (2022)
Zhangfu Dong, Yuting He, Xiaoming Qi, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Guanyu Yang, Shuo Li
MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation. CoRR (2022)
Weiya Sun, Yuting He, Rongjun Ge, Guanyu Yang, Yang Chen, Huazhong Shu
Projection network with Spatio-temporal information: 2D + time DSA to 2D aorta segmentation. Multim. Tools Appl. 81 (19) (2022)
Rongjun Ge, Yuting He, Cong Xia, Hailong Sun, Yikun Zhang, Dianlin Hu, Sijie Chen, Yang Chen, Shuo Li, Daoqiang Zhang
DDPNet: A Novel Dual-Domain Parallel Network for Low-Dose CT Reconstruction. MICCAI (6) (2022)
Dianlin Hu, Yikun Zhang, Jin Liu, Shouhua Luo, Yang Chen
DIOR: Deep Iterative Optimization-Based Residual-Learning for Limited-Angle CT Reconstruction. IEEE Trans. Medical Imaging 41 (7) (2022)
Dianlin Hu, Yikun Zhang, Jin Liu, Yi Zhang, Jean-Louis Coatrieux, Yang Chen
PRIOR: Prior-Regularized Iterative Optimization Reconstruction For 4D CBCT. IEEE J. Biomed. Health Informatics 26 (11) (2022)
Xiaowei Song, Hui Tang, Chunfeng Yang, Guangquan Zhou, Yangang Wang, Xinjun Huang, Jie Hua, Gouenou Coatrieux, Xiaopu He, Yang Chen
Deformable transformer for endoscopic video super-resolution. Biomed. Signal Process. Control. 77 (2022)
Yuting He, Rongjun Ge, Xiaoming Qi, Guanyu Yang, Yang Chen, Youyong Kong, Huazhong Shu, Jean-Louis Coatrieux, Shuo Li
EnMcGAN: Adversarial Ensemble Learning for 3D Complete Renal Structures Segmentation. IPMI (2021)
Gonglei Shi, Li Xiao, Yang Chen, S. Kevin Zhou
Marginal loss and exclusion loss for partially supervised multi-organ segmentation. Medical Image Anal. 70 (2021)
Weiya Sun, Guanyu Yang, Yang Chen, Huazhong Shu
An adaptive optimal viewing angle determination algorithm for TEVAR operation. BMC Medical Imaging 21 (1) (2021)
Zechen Yu, Zhongping Chen, Yang Yu, Haichen Zhu, Dan Tong, Yang Chen
An automated ASPECTS method with atlas-based segmentation. Comput. Methods Programs Biomed. 210 (2021)
Yikun Zhang, Dianlin Hu, Qianlong Zhao, Guotao Quan, Jin Liu, Qiegen Liu, Yi Zhang, Gouenou Coatrieux, Yang Chen, Hengyong Yu
CLEAR: Comprehensive Learning Enabled Adversarial Reconstruction for Subtle Structure Enhanced Low-Dose CT Imaging. IEEE Trans. Medical Imaging 40 (11) (2021)
Yikun Zhang, Tianling Lv, Rongjun Ge, Qianlong Zhao, Dianlin Hu, Liu Zhang, Jin Liu, Yi Zhang, Qiegen Liu, Wei Zhao, Yang Chen
CD-Net: Comprehensive Domain Network With Spectral Complementary for DECT Sparse-View Reconstruction. IEEE Trans. Computational Imaging 7 (2021)
Zhan Wu, Rongjun Ge, Minli Wen, Gaoshuang Liu, Yang Chen, Pinzheng Zhang, Xiaopu He, Jie Hua, Limin Luo, Shuo Li
ELNet: Automatic classification and segmentation for esophageal lesions using convolutional neural network. Medical Image Anal. 67 (2021)
Tianling Lyu, Wei Zhao, Yinsu Zhu, Zhan Wu, Yikun Zhang, Yang Chen, Limin Luo, Shuo Li, Lei Xing
Estimating dual-energy CT imaging from single-energy CT data with material decomposition convolutional neural network. Medical Image Anal. 70 (2021)
Dianlin Hu, Yikun Zhang, Jin Liu, Changping Du, Jinglin Zhang, Shouhua Luo, Guotao Quan, Qiegen Liu, Yang Chen, Limin Luo
SPECIAL: Single-Shot Projection Error Correction Integrated Adversarial Learning for Limited-Angle CT. IEEE Trans. Computational Imaging 7 (2021)
Heyou Chang, Fanlong Zhang, Shuai Ma, Guangwei Gao, Hao Zheng, Yang Chen
Unsupervised domain adaptation based on cluster matching and Fisher criterion for image classification. Comput. Electr. Eng. 91 (2021)
Cong Quan, Jinjie Zhou, Yuanzheng Zhu, Yang Chen, Shanshan Wang, Dong Liang, Qiegen Liu
Homotopic Gradients of Generative Density Priors for MR Image Reconstruction. IEEE Trans. Medical Imaging 40 (12) (2021)
Rongjun Ge, Tengfei Shen, Ying Zhou, Chengyu Liu, Libo Zhang, Benqiang Yang, Ying Yan, Jean-Louis Coatrieux, Yang Chen
Convolutional squeeze-and-excitation network for ECG arrhythmia detection. Artif. Intell. Medicine 121 (2021)
Wenjun Xia, Zexin Lu, Yongqiang Huang, Zuoqiang Shi, Yan Liu, Hu Chen, Yang Chen, Jiliu Zhou, Yi Zhang
MAGIC: Manifold and Graph Integrative Convolutional Network for Low-Dose CT Reconstruction. IEEE Trans. Medical Imaging 40 (12) (2021)
Xiang Yu, Cheng Kang, David S. Guttery, Seifedine Nimer Kadry, Yang Chen, Yu-Dong Zhang
ResNet-SCDA-50 for Breast Abnormality Classification. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (1) (2021)
Tianling Lyu, Guanyu Yang, Xingran Zhao, Huazhong Shu, Limin Luo, Duanduan Chen, Jiang Xiong, Jian Yang, Shuo Li, Jean-Louis Coatrieux, Yang Chen
Dissected aorta segmentation using convolutional neural networks. Comput. Methods Programs Biomed. 211 (2021)
Yuting He, Rongjun Ge, Xiaoming Qi, Guanyu Yang, Yang Chen, Youyong Kong, Huazhong Shu, Jean-Louis Coatrieux, Shuo Li
EnMcGAN: Adversarial Ensemble Learning for 3D Complete Renal Structures Segmentation. CoRR (2021)
Bangzhong Gu, Rongjun Ge, Yang Chen, Limin Luo, Gouenou Coatrieux
Automatic and Robust Object Detection in X-Ray Baggage Inspection Using Deep Convolutional Neural Networks. IEEE Trans. Ind. Electron. 68 (10) (2021)
Zhan Wu, Rongjun Ge, Yang Chen, Xiaopu He, Limin Luo, Yu Cao, Hengyong Yu
Automatic Patient-Level Detection of Coronavirus Disease (COVID-19) Using Convolutional Neural Network from Lung CT Scans. J. Medical Imaging Health Informatics 11 (11) (2021)
Zhan Wu, Gonglei Shi, Yang Chen, Fei Shi, Xinjian Chen, Gouenou Coatrieux, Jian Yang, Limin Luo, Shuo Li
Coarse-to-fine classification for diabetic retinopathy grading using convolutional neural network. Artif. Intell. Medicine 108 (2020)
Yuting He, Guanyu Yang, Jian Yang, Yang Chen, Youyong Kong, Jiasong Wu, Lijun Tang, Xiaomei Zhu, Jean-Louis Dillenseger, Pengfei Shao, Shaobo Zhang, Huazhong Shu, Jean-Louis Coatrieux, Shuo Li
Dense biased networks with deep priori anatomy and hard region adaptation: Semi-supervised learning for fine renal artery segmentation. Medical Image Anal. 63 (2020)
Dianlin Hu, Weiwen Wu, Moran Xu, Yanbo Zhang, Jin Liu, Rongjun Ge, Yang Chen, Limin Luo, Gouenou Coatrieux
SISTER: Spectral-Image Similarity-Based Tensor With Enhanced-Sparsity Reconstruction for Sparse-View Multi-Energy CT. IEEE Trans. Computational Imaging 6 (2020)
Heyou Chang, Shen Zhao, Hao Zheng, Yang Chen, Shuo Li
Multi-vertebrae Segmentation from Arbitrary Spine MR Images Under Global View. MICCAI (6) (2020)
Guanyu Yang, Chuanxia Wang, Jian Yang, Yang Chen, Lijun Tang, Pengfei Shao, Jean-Louis Dillenseger, Huazhong Shu, Limin Luo
Weakly-supervised convolutional neural networks of renal tumor segmentation in abdominal CTA images. BMC Medical Imaging 20 (1) (2020)
Wei Zhao, Tianling Lv, Rena Lee, Yang Chen, Lei Xing
Obtaining Dual-Energy Computed Tomography (CT) Information from a Single-Energy CT Image forQuantitative Imaging Analysis of Living Subjects by Using Deep Learning. PSB (2020)
Haichen Zhu, Dan Tong, Lu Zhang, Shijie Wang, Weiwen Wu, Hui Tang, Yang Chen, Limin Luo, Jian Zhu, Baosheng Li
Temporally downsampled cerebral CT perfusion image restoration using deep residual learning. Int. J. Comput. Assist. Radiol. Surg. 15 (2) (2020)
Cong Quan, Jinjie Zhou, Yuanzheng Zhu, Yang Chen, Shanshan Wang, Dong Liang, Qiegen Liu
Homotopic Gradients of Generative Density Priors for MR Image Reconstruction. CoRR (2020)
Gonglei Shi, Li Xiao, Yang Chen, S. Kevin Zhou
Marginal loss and exclusion loss for partially supervised multi-organ segmentation. CoRR (2020)
Guanyu Yang, Tianling Lv, Yunpeng Shen, Shuo Li, Jian Yang, Yang Chen, Huazhong Shu, Limin Luo, Jean-Louis Coatrieux
Vessel Structure Extraction using Constrained Minimal Path Propagation. Artif. Intell. Medicine 105 (2020)
Jin Liu, Yanqin Kang, Dianlin Hu, Yang Chen
Cascade ResUnet with Noise Power Spectrum Loss for Low Dose CT Imaging. CISP-BMEI (2020)
Yunbo Gu, Hui Tang, Tianling Lv, Yang Chen, Zhiping Wang, Lu Zhang, Jian Yang, Huazhong Shu, Limin Luo, Gouenou Coatrieux
Discriminative feature representation for Noisy image quality assessment. Multim. Tools Appl. 79 (11-12) (2020)
Weitao Wang, Ruyang Liu, Meng Wang, Sen Wang, Xiaojun Chang, Yang Chen
Memory-Based Network for Scene Graph with Unbalanced Relations. ACM Multimedia (2020)
Yuting He, Tiantian Li, Guanyu Yang, Youyong Kong, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Jean-Louis Dillenseger, Shuo Li
Deep Complementary Joint Model for Complex Scene Registration and Few-Shot Segmentation on Medical Images. ECCV (18) (2020)
Rongjun Ge, Guanyu Yang, Yang Chen, Limin Luo, Cheng Feng, Hong Ma, Junyi Ren, Shuo Li
K-Net: Integrate Left Ventricle Segmentation and Direct Quantification of Paired Echo Sequence. IEEE Trans. Medical Imaging 39 (5) (2020)
Yuting He, Tiantian Li, Guanyu Yang, Youyong Kong, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Jean-Louis Dillenseger, Shuo Li
Deep Complementary Joint Model for Complex Scene Registration and Few-shot Segmentation on Medical Images. CoRR (2020)
Jiulou Zhang, Yunbo Gu, Hui Tang, Xiaoqing Wang, Youyong Kong, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux
Compressed sensing MR image reconstruction via a deep frequency-division network. Neurocomputing 384 (2020)
Rongjun Ge, Guanyu Yang, Jiasong Wu, Yang Chen, Gouenou Coatrieux, Limin Luo
A Novel Chaos-Based Symmetric Image Encryption Using Bit-Pair Level Process. IEEE Access 7 (2019)
Jianpeng Qiu, Libo Zhang, Guanyu Yang, Yang Chen, Shoujun Zhou
An Improved Real-Time Endovascular Guidewire Position Simulation Using Activity on Edge Network. IEEE Access 7 (2019)
Jin Liu, Yanqin Kang, Dianlin Hu, Yang Chen
4D-CBCT Reconstruction via Motion Compensataion Learning Induced Sparse Tensor Constraint. CISP-BMEI (2019)
Maosong Ran, Jinrong Hu, Yang Chen, Hu Chen, Huaiqiang Sun, Jiliu Zhou, Yi Zhang
Denoising of 3D magnetic resonance images using a residual encoder-decoder Wasserstein generative adversarial network. Medical Image Anal. 55 (2019)

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Publication Activity (10 Years)

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Yang Chen