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Books and Theses
- 2022
- [b1]Guanyu Yang:
Learning generalized metrics in zero-shot classification. University of Liverpool, UK, 2022
Journal Articles
- 2024
- [j48]Yusong Shen, Liwen Zhang, Hui Hui
, Lishuang Guo, Tan Wang, Guanyu Yang
, Jie Tian:
A systematic 3-D magnetic particle imaging simulation model for quantitative analysis of reconstruction image quality. Comput. Methods Programs Biomed. 252: 108250 (2024) - [j47]Guanyu Yang, Kaizhu Huang, Rui Zhang, Xi Yang:
Instance-Specific Model Perturbation Improves Generalized Zero-Shot Learning. Neural Comput. 36(5): 936-962 (2024) - [j46]Xiaoming Qi
, Yuting He
, Yaolei Qi
, Youyong Kong
, Guanyu Yang
, Shuo Li
:
STANet: Spatio-Temporal Adaptive Network and Clinical Prior Embedding Learning for 3D+T CMR Segmentation. IEEE J. Biomed. Health Informatics 28(2): 881-892 (2024) - [j45]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): 2588-2601 (2024) - 2023
- [j44]Liugang Gao, Kai Xie
, Jiawei Sun
, Tao Lin, Jianfeng Sui, Guanyu Yang, Xinye Ni
:
A transformer-based dual-domain network for reconstructing FOV extended cone-beam CT images from truncated sinograms in radiation therapy. Comput. Methods Programs Biomed. 241: 107767 (2023) - [j43]Tong Wang
, Junhua Wu, Yaolei Qi, Xiaoming Qi, Juwei Guan, Yuan Zhang, Guanyu Yang:
Neighborhood contrastive representation learning for attributed graph clustering. Neurocomputing 562: 126880 (2023) - [j42]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: 110378 (2023) - [j41]Jiasong Wu
, Qingchun Li, Guanyu Yang, Lei Li, Lotfi Senhadji
, Huazhong Shu:
Self-supervised speech denoising using only noisy audio signals. Speech Commun. 149: 63-73 (2023) - [j40]Zihan Ye
, Guanyu Yang
, Xiaobo Jin, Youfa Liu
, Kaizhu Huang
:
Rebalanced Zero-Shot Learning. IEEE Trans. Image Process. 32: 4185-4198 (2023) - [j39]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): 1967-1978 (2023) - 2022
- [j38]Fuzhi Wu, Jiasong Wu
, Youyong Kong, Chunfeng Yang, Guanyu Yang, Huazhong Shu, Guy Carrault, Lotfi Senhadji
:
Convolutional modulation theory: A bridge between convolutional neural networks and signal modulation theory. Neurocomputing 514: 195-215 (2022) - [j37]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: 107680 (2022) - [j36]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: 109212 (2022) - [j35]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: 109369 (2022) - [j34]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): 28021-28035 (2022) - [j33]Xuan Ma, Fei Xie
, Xiaosong Chen, Lei Wang
, Guanyu Yang:
Identifying a Leading Predictor of Arctic Stratospheric Ozone for April Precipitation in Eastern North America. Remote. Sens. 14(19): 5040 (2022) - [j32]Yuting He, Tiantian Li, Rongjun Ge, Jian Yang
, Youyong Kong
, Jian Zhu, Huazhong Shu
, Guanyu Yang
, Shuo Li
:
Few-Shot Learning for Deformable Medical Image Registration With Perception-Correspondence Decoupling and Reverse Teaching. IEEE J. Biomed. Health Informatics 26(3): 1177-1187 (2022) - [j31]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): 2264-2275 (2022) - 2021
- [j30]Weiya Sun, Guanyu Yang, Yang Chen, Huazhong Shu:
An adaptive optimal viewing angle determination algorithm for TEVAR operation. BMC Medical Imaging 21(1): 141 (2021) - [j29]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: 106417 (2021) - [j28]Jiasong Wu, Xiang Qiu, Jing Zhang, Fuzhi Wu, Youyong Kong, Guanyu Yang, Lotfi Senhadji
, Huazhong Shu:
Fractional Wavelet-Based Generative Scattering Networks. Frontiers Neurorobotics 15: 752752 (2021) - [j27]Guanyu Yang, Kaizhu Huang
, Rui Zhang, John Yannis Goulermas, Amir Hussain:
Coarse-grained generalized zero-shot learning with efficient self-focus mechanism. Neurocomputing 463: 400-410 (2021) - [j26]Yuting He, Guanyu Yang, Jian Yang, Rongjun Ge, Youyong Kong, Xiaomei Zhu, Shaobo Zhang, Pengfei Shao, Huazhong Shu, Jean-Louis Dillenseger
, Jean-Louis Coatrieux, Shuo Li
:
Meta grayscale adaptive network for 3D integrated renal structures segmentation. Medical Image Anal. 71: 102055 (2021) - [j25]Lizhi Shao
, Zhenyu Liu
, Ye Yan, Jiangang Liu, Xiongjun Ye, Haizhui Xia, Xuehua Zhu, Yuting Zhang, Zhiying Zhang, Huiying Chen, Wei He, Cheng Liu, Min Lu, Yi Huang, Kai Sun, Xuezhi Zhou, Guanyu Yang, Jian Lu
, Jie Tian:
Patient-Level Prediction of Multi-Classification Task at Prostate MRI Based on End-to-End Framework Learning From Diagnostic Logic of Radiologists. IEEE Trans. Biomed. Eng. 68(12): 3690-3700 (2021) - [j24]Yaolei Qi
, Han Xu, Yuting He, Guanyu Li, Zehang Li, Youyong Kong
, Jean-Louis Coatrieux
, Huazhong Shu
, Guanyu Yang
, Shengxian Tu
:
Examinee-Examiner Network: Weakly Supervised Accurate Coronary Lumen Segmentation Using Centerline Constraint. IEEE Trans. Image Process. 30: 9429-9441 (2021) - [j23]Wufeng Xue
, Jiahui Li, Zhiqiang Hu
, Eric Kerfoot
, James R. Clough
, Ilkay Öksüz
, Hao Xu, Vicente Grau
, Fumin Guo, Matthew Ng
, Xiang Li
, Quanzheng Li
, Lihong Liu, Jin Ma, Elias Grinias
, Georgios Tziritas
, Wenjun Yan, Angélica Atehortúa, Mireille Garreau
, Yeonggul Jang
, Alejandro Debus, Enzo Ferrante
, Guanyu Yang
, Tiancong Hua, Shuo Li
:
Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data. IEEE J. Biomed. Health Informatics 25(9): 3541-3553 (2021) - 2020
- [j22]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: 101846 (2020) - [j21]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): 37 (2020) - [j20]Hui Bi
, Yibo Jiang, Hui Tang
, Guanyu Yang, Huazhong Shu, Jean-Louis Dillenseger
:
Fast and accurate segmentation method of active shape model with Rayleigh mixture model clustering for prostate ultrasound images. Comput. Methods Programs Biomed. 184: 105097 (2020) - [j19]Beijing Chen, Xiaoming Qi, Yang Zhou, Guanyu Yang, Yuhui Zheng, Bin Xiao:
Image splicing localization using residual image and residual-based fully convolutional network. J. Vis. Commun. Image Represent. 73: 102967 (2020) - [j18]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: 101722 (2020) - [j17]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): 1690-1702 (2020) - [j16]Chen Zhang
, Huazhong Shu
, Guanyu Yang, Faqi Li, Yingang Wen, Qin Zhang, Jean-Louis Dillenseger
, Jean-Louis Coatrieux:
HIFUNet: Multi-Class Segmentation of Uterine Regions From MR Images Using Global Convolutional Networks for HIFU Surgery Planning. IEEE Trans. Medical Imaging 39(11): 3309-3320 (2020) - 2019
- [j15]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: 99470-99480 (2019) - [j14]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: 126618-126624 (2019) - [j13]Rongjun Ge, Guanyu Yang, Yang Chen, Limin Luo, Cheng Feng, Heye Zhang, Shuo Li
:
PV-LVNet: Direct left ventricle multitype indices estimation from 2D echocardiograms of paired apical views with deep neural networks. Medical Image Anal. 58 (2019) - [j12]Xiahai Zhuang
, Lei Li
, Christian Payer
, Darko Stern
, Martin Urschler
, Mattias P. Heinrich
, Julien Oster
, Chunliang Wang, Örjan Smedby
, Cheng Bian
, Xin Yang, Pheng-Ann Heng, Aliasghar Mortazi, Ulas Bagci
, Guanyu Yang, Chenchen Sun, Gaetan Galisot
, Jean-Yves Ramel
, Guang Yang:
Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge. Medical Image Anal. 58 (2019) - [j11]Tianling Lv, Guanyu Yang, Yudong Zhang
, Jian Yang, Yang Chen
, Huazhong Shu, Limin Luo:
Vessel segmentation using centerline constrained level set method. Multim. Tools Appl. 78(12): 17051-17075 (2019) - 2018
- [j10]Hui Bi, Hui Tang
, Guanyu Yang, Huazhong Shu, Jean-Louis Dillenseger
:
Accurate image segmentation using Gaussian mixture model with saliency map. Pattern Anal. Appl. 21(3): 869-878 (2018) - 2017
- [j9]Yang Chen
, Lu Zhang
, Wenlong Yuan, Guanyu Yang, Jian Yang, Tianjie Xu, Huazhong Shu, Limin Luo, Qianjing Feng, Xuetong Zhai
:
Extended PCJO for the Detection-Localization of Hypersignals and Hyposignals in CT Images. IEEE Access 5: 24239-24248 (2017) - [j8]Hui Bi, Hui Tang
, Guanyu Yang, Baosheng Li, Huazhong Shu, Jean-Louis Dillenseger
:
Fast segmentation of ultrasound images by incorporating spatial information into Rayleigh mixture model. IET Image Process. 11(12): 1188-1196 (2017) - [j7]Yuping Duan, Dalel Bouslimi, Guanyu Yang, Huazhong Shu, Gouenou Coatrieux:
Computed Tomography Image Origin Identification Based on Original Sensor Pattern Noise and 3-D Image Reconstruction Algorithm Footprints. IEEE J. Biomed. Health Informatics 21(4): 1039-1048 (2017) - 2016
- [j6]Zhanwen Shi, Guanyu Yang, Yunhai Xiao
:
A limited memory BFGS algorithm for non-convex minimization with applications in matrix largest eigenvalue problem. Math. Methods Oper. Res. 83(2): 243-264 (2016) - [j5]Yang Chen, Yudong Zhang
, Jian Yang, Qing Cao, Guanyu Yang, Jian Chen, Huazhong Shu, Limin Luo, Jean-Louis Coatrieux, Qianjing Feng:
Curve-Like Structure Extraction Using Minimal Path Propagation With Backtracking. IEEE Trans. Image Process. 25(2): 988-1003 (2016) - 2012
- [j4]Jiasong Wu, Lu Wang, Guanyu Yang, Lotfi Senhadji
, Limin Luo, Huazhong Shu:
Sliding Conjugate Symmetric Sequency-Ordered Complex Hadamard Transform: Fast Algorithm and Applications. IEEE Trans. Circuits Syst. I Regul. Pap. 59-I(6): 1321-1334 (2012) - 2010
- [j3]Guanyu Yang, Jian Zhou, Dominique Boulmier, Marie-Paule Garcia, Limin Luo, Christine Toumoulin:
Characterization of 3-D coronary tree motion from MSCT angiography. IEEE Trans. Inf. Technol. Biomed. 14(1): 101-106 (2010) - 2009
- [j2]Alexandre Bousse
, Jian Zhou, Guanyu Yang, Jean-Jacques Bellanger, Christine Toumoulin:
Motion Compensated Tomography Reconstruction of Coronary Arteries in Rotational Angiography. IEEE Trans. Biomed. Eng. 56(4): 1254-1257 (2009) - 2006
- [j1]Guanyu Yang, Huazhong Shu, Christine Toumoulin, Guo-Niu Han, Limin Luo:
Efficient Legendre moment computation for grey level images. Pattern Recognit. 39(1): 74-80 (2006)
Conference and Workshop Papers
- 2024
- [c43]Fuzhi Wu, Jiasong Wu, Youyong Kong, Chunfeng Yang, Guanyu Yang, Huazhong Shu, Guy Carrault, Lotfi Senhadji:
Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks. AAAI 2024: 5967-5975 - [c42]Yuan Zhang, Yaolei Qi, Xiaoming Qi, Lotfi Senhadji, Yongyue Wei, Feng Chen, Guanyu Yang:
Fedsoda: Federated Cross-Assessment and Dynamic Aggregation for Histopathology Segmentation. ICASSP 2024: 1656-1660 - 2023
- [c41]Haochuan Jiang, Guanyu Yang, Fei Cheng, Kaizhu Huang:
Generalized W-Net: Arbitrary-Style Chinese Character Synthesization. BICS 2023: 190-200 - [c40]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. CVPR 2023: 9538-9547 - [c39]Yaolei Qi, Yuting He, Xiaoming Qi, Yuan Zhang, Guanyu Yang:
Dynamic Snake Convolution based on Topological Geometric Constraints for Tubular Structure Segmentation. ICCV 2023: 6047-6056 - [c38]Zheng Zhang, Xiaolei Zhang, Yaolei Qi, Guanyu Yang:
Partial Vessels Annotation-Based Coronary Artery Segmentation with Self-training and Prototype Learning. MICCAI (2) 2023: 297-306 - [c37]Xiaofei Chen, Yuting He, Cheng Xue, Rongjun Ge, Shuo Li, Guanyu Yang:
Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-training. MICCAI (1) 2023: 405-415 - 2022
- [c36]Xinyu Yuan, Wenhan Wang, Youyong Kong, Jiasong Wu, Guanyu Yang, Huazhong Shu:
Temporal Cross-Graph Network for Brain Functional Activity Prediction. ICASSP 2022: 4003-4007 - [c35]Ke Zhang, Fei Wu, Junxiao Sun, Guanyu Yang, Huazhong Shu, Youyong Kong:
Iterative Seeded Region Growing for Brain Tissue Segmentation. ICIP 2022: 886-890 - [c34]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: 870-876 - [c33]Kai-Ni Wang, Yuting He, Shuaishuai Zhuang, Juzheng Miao, Xiaopu He, Ping Zhou, Guanyu Yang, Guang-Quan Zhou
, Shuo Li:
FFCNet: Fourier Transform-Based Frequency Learning and Complex Convolutional Network for Colon Disease Classification. MICCAI (3) 2022: 78-87 - [c32]Jiacheng Shi, Yuting He, Youyong Kong, Jean-Louis Coatrieux, Huazhong Shu, Guanyu Yang, Shuo Li:
XMorpher: Full Transformer for Deformable Medical Image Registration via Cross Attention. MICCAI (6) 2022: 217-226 - [c31]Xiaoming Qi
, Guanyu Yang, Yuting He, Wangyan Liu, Ali Islam, Shuo Li:
Contrastive Re-localization and History Distillation in Federated CMR Segmentation. MICCAI (5) 2022: 256-265 - [c30]Yuqiang Gao, Guanyu Yang, Xiaoming Qi, Yinsu Zhu, Shuo Li:
SAPJNet: Sequence-Adaptive Prototype-Joint Network for Small Sample Multi-sequence MRI Diagnosis. MICCAI (1) 2022: 549-559 - 2021
- [c29]Yuting He, Rongjun Ge, Jiasong Wu, Jean-Louis Coatrieux, Huazhong Shu, Yang Chen, Guanyu Yang, Shuo Li
:
Thin Semantics Enhancement via High-Frequency Priori Rule for Thin Structures Segmentation. ICDM 2021: 1096-1101 - [c28]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: 465-477 - [c27]Ziteng Zhao, Guanyu Yang:
Unsupervised Contrastive Learning of Radiomics and Deep Features for Label-Efficient Tumor Classification. MICCAI (2) 2021: 252-261 - [c26]Song Wang
, Yuting He, Youyong Kong, Xiaomei Zhu, Shaobo Zhang, Pengfei Shao, Jean-Louis Dillenseger
, Jean-Louis Coatrieux, Shuo Li
, Guanyu Yang:
CPNet: Cycle Prototype Network for Weakly-Supervised 3D Renal Compartments Segmentation on CT Images. MICCAI (2) 2021: 592-602 - 2020
- [c25]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: 770-786 - [c24]Guanyu Yang, Kaizhu Huang
, Rui Zhang, John Yannis Goulermas, Amir Hussain
:
Inductive Generalized Zero-Shot Learning with Adversarial Relation Network. ECML/PKDD (2) 2020: 724-739 - 2019
- [c23]Guanyu Yang, Kaizhu Huang
, Rui Zhang, John Yannis Goulermas, Amir Hussain:
Self-focus Deep Embedding Model for Coarse-Grained Zero-Shot Classification. BICS 2019: 12-22 - [c22]Rongjun Ge, Guanyu Yang, Chenchu Xu, Jiulou Zhang, Yang Chen, Limin Luo, Cheng Feng, Heye Zhang, Shuo Li
:
EchoQuan-Net: Direct Quantification of Echo Sequence for Left Ventricle Multidimensional Indices via Global-Local Learning, Geometric Adjustment and Multi-target Relation Learning. ICANN (Workshop) 2019: 219-230 - [c21]Tan Pan, Huazhong Shu, Jean-Louis Coatrieux, Guanyu Yang, Chuanxia Wang, Ziwei Lu, Zhongwen Zhou, Youyong Kong, Lijun Tang, Xiaomei Zhu, Jean-Louis Dillenseger
:
A Multi-Task Convolutional Neural Network for Renal Tumor Segmentation and Classification Using Multi-Phasic CT Images. ICIP 2019: 809-813 - [c20]Ziwei Lu, Jean-Louis Coatrieux, Guanyu Yang, Tiancong Hua, Liyu Hu, Youyong Kong, Lijun Tang, Xiaomei Zhu, Jean-Louis Dillenseger
, Huazhong Shu:
Unsupervised Three-Dimensional Image Registration Using a Cycle Convolutional Neural Network. ICIP 2019: 2174-2178 - [c19]Yuting He, Guanyu 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
:
DPA-DenseBiasNet: Semi-supervised 3D Fine Renal Artery Segmentation with Dense Biased Network and Deep Priori Anatomy. MICCAI (6) 2019: 139-147 - [c18]Rongjun Ge, Guanyu Yang, Chenchu Xu, Yang Chen, Limin Luo, Shuo Li
:
Stereo-Correlation and Noise-Distribution Aware ResVoxGAN for Dense Slices Reconstruction and Noise Reduction in Thick Low-Dose CT. MICCAI (6) 2019: 328-338 - 2018
- [c17]Haochuan Jiang, Guanyu Yang, Kaizhu Huang
, Rui Zhang:
W-Net: One-Shot Arbitrary-Style Chinese Character Generation with Deep Neural Networks. ICONIP (5) 2018: 483-493 - [c16]Guanyu Yang, Guoqing Li, Tan Pan, Youyong Kong, Jiasong Wu, Huazhong Shu, Limin Luo, Jean-Louis Dillenseger
, Jean-Louis Coatrieux, Lijun Tang, Xiaomei Zhu:
Automatic Segmentation of Kidney and Renal Tumor in CT Images Based on 3D Fully Convolutional Neural Network with Pyramid Pooling Module. ICPR 2018: 3790-3795 - [c15]Guanyu Yang, Tiancong Hua, Chao Lu, Tan Pan, Xiao Yang, Liyu Hu, Jiasong Wu, Xiaomei Zhu, Huazhong Shu:
Left Ventricle Full Quantification via Hierarchical Quantification Network. STACOM@MICCAI 2018: 429-438 - 2017
- [c14]Guanyu Yang, Chenchen Sun, Yang Chen, Lijun Tang, Huazhong Shu, Jean-Louis Dillenseger
:
Automatic Whole Heart Segmentation in CT Images Based on Multi-atlas Image Registration. STACOM@MICCAI 2017: 250-257 - 2016
- [c13]Qiaoyu Sun, Guanyu Yang, Huazhong Shu:
Calcified coronary plaques detection in CTA based-on automatic scale selection and fuzzy C means. ICMLC 2016: 807-813 - 2015
- [c12]Bin Chen, Yang Chen, Guanyu Yang, Jingyu Meng, Rui Zeng, Limin Luo:
Segmentation of liver tumor via nonlocal active contours. ICIP 2015: 3745-3748 - 2014
- [c11]Xu Zhang, Jiasong Wu, Yang Chen, Guanyu Yang, Jean-Louis Coatrieux, Huazhong Shu:
Coronary cine-angiography segmentation incorporating low-rank priori. BMEI 2014: 168-173 - [c10]Guanyu Yang, Xinglou Zhao, Lijun Tang, Huzhong Shu, Christine Toumoulin:
Quantitative measurement of coronary artery stenosis in CCTA images using a 2D parametric intensity model. EMBC 2014: 1071-1074 - [c9]Guanyu Yang, Jinjin Gu, Yang Chen, Wangyan Liu, Lijun Tang, Huazhong Shu, Christine Toumoulin:
Automatic kidney segmentation in CT images based on multi-atlas image registration. EMBC 2014: 5538-5541 - [c8]Bicao Li, Guanyu Yang, Huazhong Shu, Jean-Louis Coatrieux:
A New Divergence Measure Based on Arimoto Entropy for Medical Image Registration. ICPR 2014: 3197-3202 - [c7]Guanyu Yang, Yang Chen, Lijun Tang, Huazhong Shu, Christine Toumoulin:
Automatic left ventricle segmentation based on multiatlas registration in 4D CT images. ISBI 2014: 413-416 - [c6]Yang Chen, Qing Cao, Guanyu Yang, Huazhong Shu, Limin Luo, Christine Toumoulin, Jean-Louis Coatrieux:
Centerline constrained minimal path propagation for vessel extraction. ISBI 2014: 794-797 - 2013
- [c5]Qing Cao, Yang Chen, Guanyu Yang, Christine Toumoulin, Huazhong Shu, Limin Luo:
Coronary vessel extraction method using an improved minimum path based region growing. BMEI 2013: 127-131 - 2012
- [c4]Guanyu Yang, Yining Hu, Xi Huang, Huazhong Shu, Christine Toumoulin:
Simulation environment of X-ray rotational angiography using 3D+t coronary tree model. EMBC 2012: 629-632 - [c3]Yining Hu, Miyoun Jung, Ahmed Oukili, Guanyu Yang, Jean-Claude Nunes
, Jérôme Fehrenbach, Gabriel Peyré, Marc Bedossa, Limin Luo, Christine Toumoulin, Laurent D. Cohen:
Sparse reconstruction from a limited projection number of the coronary artery tree in X-ray rotational imaging. ISBI 2012: 804-807 - 2006
- [c2]Soizic Laguitton, Cezary Boldak
, Alexandre Bousse
, Guanyu Yang, Christine Toumoulin:
Temporal Tracking of Coronaries in MSCTA by Means of 3D Geometrical Moments. EMBC 2006: 924-927 - [c1]Guanyu Yang, Alexandre Bousse
, Christine Toumoulin, Huazhong Shu:
A Multiscale Tracking Algorithm for the Coronary Extraction in MSCT Angiography. EMBC 2006: 3066-3069
Editorship
- 2023
- [e1]Yiming Xiao
, Guanyu Yang
, Shuang Song:
Lesion Segmentation in Surgical and Diagnostic Applications - MICCAI 2022 Challenges, CuRIOUS 2022, KiPA 2022 and MELA 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18-22, 2022, Proceedings. Lecture Notes in Computer Science 13648, Springer 2023, ISBN 978-3-031-27323-0 [contents]
Informal and Other Publications
- 2024
- [i22]Fuzhi Wu, Jiasong Wu, Youyong Kong, Chunfeng Yang, Guanyu Yang, Huazhong Shu, Guy Carrault, Lotfi Senhadji:
Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks. CoRR abs/2403.08157 (2024) - [i21]Haochuan Jiang, Guanyu Yang, Kaizhu Huang, Rui Zhang:
W-Net: One-Shot Arbitrary-Style Chinese Character Generation with Deep Neural Networks. CoRR abs/2406.06122 (2024) - [i20]Haochuan Jiang, Guanyu Yang, Fei Cheng, Kaizhu Huang:
Generalized W-Net: Arbitrary-style Chinese Character Synthesization. CoRR abs/2406.06847 (2024) - 2023
- [i19]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 abs/2303.00874 (2023) - [i18]Zheng Zhang, Xiaolei Zhang, Yaolei Qi
, Guanyu Yang:
Partial Vessels Annotation-based Coronary Artery Segmentation with Self-training and Prototype Learning. CoRR abs/2307.04472 (2023) - [i17]Xiaofei Chen, Yuting He, Cheng Xue, Rongjun Ge, Shuo Li, Guanyu Yang:
Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-Training. CoRR abs/2307.07246 (2023) - [i16]Yaolei Qi
, Yuting He, Xiaoming Qi, Yuan Zhang, Guanyu Yang:
Dynamic Snake Convolution based on Topological Geometric Constraints for Tubular Structure Segmentation. CoRR abs/2307.08388 (2023) - [i15]Weiguang Zhao, Guanyu Yang, Chaolong Yang, Chenru Jiang, Yuyao Yan, Rui Zhang, Kaizhu Huang:
Diff-OP3D: Bridging 2D Diffusion for Open Pose 3D Zero-Shot Classification. CoRR abs/2312.07039 (2023) - [i14]Yuan Zhang, Yaolei Qi, Xiaoming Qi, Lotfi Senhadji, Yongyue Wei, Feng Chen, Guanyu Yang:
FedSODA: Federated Cross-assessment and Dynamic Aggregation for Histopathology Segmentation. CoRR abs/2312.12824 (2023) - 2022
- [i13]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 abs/2205.04846 (2022) - [i12]Jiacheng Shi, Yuting He, Youyong Kong, Jean-Louis Coatrieux, Huazhong Shu, Guanyu Yang, Shuo Li:
XMorpher: Full Transformer for Deformable Medical Image Registration via Cross Attention. CoRR abs/2206.07349 (2022) - [i11]Tong Wang
, Guanyu Yang, Junhua Wu, Qijia He, Zhenquan Zhang:
Dual Contrastive Attributed Graph Clustering Network. CoRR abs/2206.07897 (2022) - [i10]Kai-Ni Wang, Yuting He, Shuaishuai Zhuang, Juzheng Miao, Xiaopu He, Ping Zhou, Guanyu Yang, Guang-Quan Zhou
, Shuo Li:
FFCNet: Fourier Transform-Based Frequency Learning and Complex Convolutional Network for Colon Disease Classification. CoRR abs/2207.01287 (2022) - [i9]Zihan Ye, Guanyu Yang, Xiaobo Jin, Youfa Liu, Kaizhu Huang:
Rebalanced Zero-shot Learning. CoRR abs/2210.07031 (2022) - 2021
- [i8]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 abs/2106.04130 (2021) - [i7]Song Wang, Yuting He, Youyong Kong, Xiaomei Zhu, Shaobo Zhang, Pengfei Shao, Jean-Louis Dillenseger
, Jean-Louis Coatrieux, Shuo Li, Guanyu Yang:
CPNet: Cycle Prototype Network for Weakly-supervised 3D Renal Compartments Segmentation on CT Images. CoRR abs/2108.06669 (2021) - [i6]Qingchun Li, Jiasong Wu, Yilun Kong, Chunfeng Yang, Youyong Kong, Guanyu Yang, Lotfi Senhadji, Huazhong Shu:
Speech Denoising Using Only Single Noisy Audio Samples. CoRR abs/2111.00242 (2021) - 2020
- [i5]Jiasong Wu, Taotao Li, Youyong Kong, Guanyu Yang, Lotfi Senhadji, Huazhong Shu:
SLNSpeech: solving extended speech separation problem by the help of sign language. CoRR abs/2007.10629 (2020) - [i4]Jiasong Wu, Jing Zhang, Fuzhi Wu, Youyong Kong, Guanyu Yang, Lotfi Senhadji, Huazhong Shu:
Generative networks as inverse problems with fractional wavelet scattering networks. CoRR abs/2007.14177 (2020) - [i3]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 abs/2008.00710 (2020) - 2019
- [i2]Xiahai Zhuang, Lei Li, Christian Payer, Darko Stern, Martin Urschler, Mattias P. Heinrich, Julien Oster, Chunliang Wang, Örjan Smedby, Cheng Bian, Xin Yang, Pheng-Ann Heng, Aliasghar Mortazi, Ulas Bagci, Guanyu Yang, Chenchen Sun, Gaetan Galisot, Jean-Yves Ramel, Thierry Brouard, Qianqian Tong, Weixin Si, Xiangyun Liao, Guodong Zeng, Zenglin Shi, Guoyan Zheng, Chengjia Wang, Tom J. MacGillivray, David E. Newby, Kawal S. Rhode, Sébastien Ourselin, Raad Mohiaddin, Jennifer Keegan, David N. Firmin, Guang Yang:
Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge. CoRR abs/1902.07880 (2019) - 2014
- [i1]Guanyu Yang, Huazhong Shu, Christine Toumoulin, Guo-Niu Han, Limin Luo:
Efficient Legendre moment computation for grey level images. CoRR abs/1403.3022 (2014)
Coauthor Index
![](https://dblp.uni-trier.de/img/cog.dark.24x24.png)
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