Temporal Tracking of Coronaries in MSCTA by Means of 3D Geometrical Moments. - Soizic Laguitton; Cezary Boldak; Alexandre Bousse; Guanyu Yang 001; Christine Toumoulin (EMBC, 2006)

A Multiscale Tracking Algorithm for the Coronary Extraction in MSCT Angiography. - Guanyu Yang 001; Alexandre Bousse; Christine Toumoulin; Huazhong Shu (EMBC, 2006)

Efficient Legendre moment computation for grey level images. - Guanyu Yang 001; Huazhong Shu; Christine Toumoulin; Guo-Niu Han; Limin Luo 001 (Pattern Recognit., 2006)

Motion Compensated Tomography Reconstruction of Coronary Arteries in Rotational Angiography. - Alexandre Bousse; Jian Zhou 001; Guanyu Yang 001; Jean-Jacques Bellanger; Christine Toumoulin (IEEE Trans. Biomed. Eng., 2009)

Characterization of 3-D coronary tree motion from MSCT angiography. - Guanyu Yang 001; Jian Zhou 001; Dominique Boulmier; Marie-Paule Garcia; Limin Luo 001; Christine Toumoulin (IEEE Trans. Inf. Technol. Biomed., 2010)

Simulation environment of X-ray rotational angiography using 3D+t coronary tree model. - Guanyu Yang 001; Yining Hu; Xi Huang; Huazhong Shu; Christine Toumoulin (EMBC, 2012)

Sparse reconstruction from a limited projection number of the coronary artery tree in X-ray rotational imaging. - Yining Hu; Miyoun Jung; Ahmed Oukili; Guanyu Yang 001; Jean-Claude Nunes; Jérôme Fehrenbach; Gabriel Peyré; Marc Bedossa; Limin Luo 001; Christine Toumoulin; Laurent D. Cohen (ISBI, 2012)

Sliding Conjugate Symmetric Sequency-Ordered Complex Hadamard Transform: Fast Algorithm and Applications. - Jiasong Wu; Lu Wang 012; Guanyu Yang 001; Lotfi Senhadji; Limin Luo 001; Huazhong Shu (IEEE Trans. Circuits Syst. I Regul. Pap., 2012)

Coronary vessel extraction method using an improved minimum path based region growing. - Qing Cao; Yang Chen 008; Guanyu Yang 001; Christine Toumoulin; Huazhong Shu; Limin Luo 001 (BMEI, 2013)

Coronary cine-angiography segmentation incorporating low-rank priori. - Xu Zhang 014; Jiasong Wu; Yang Chen 008; Guanyu Yang 001; Jean-Louis Coatrieux; Huazhong Shu (BMEI, 2014)

Automatic kidney segmentation in CT images based on multi-atlas image registration. - Guanyu Yang 001; Jinjin Gu; Yang Chen 008; Wangyan Liu; Lijun Tang; Huazhong Shu; Christine Toumoulin (EMBC, 2014)

Quantitative measurement of coronary artery stenosis in CCTA images using a 2D parametric intensity model. - Guanyu Yang 001; Xinglou Zhao; Lijun Tang; Huzhong Shu; Christine Toumoulin (EMBC, 2014)

A New Divergence Measure Based on Arimoto Entropy for Medical Image Registration. - Bicao Li; Guanyu Yang 001; Huazhong Shu; Jean-Louis Coatrieux (ICPR, 2014)

Centerline constrained minimal path propagation for vessel extraction. - Yang Chen 008; Qing Cao; Guanyu Yang 001; Huazhong Shu; Limin Luo 001; Christine Toumoulin; Jean-Louis Coatrieux (ISBI, 2014)

Automatic left ventricle segmentation based on multiatlas registration in 4D CT images. - Guanyu Yang 001; Yang Chen 008; Lijun Tang; Huazhong Shu; Christine Toumoulin (ISBI, 2014)

Segmentation of liver tumor via nonlocal active contours. - Bin Chen; Yang Chen 008; Guanyu Yang 001; Jingyu Meng; Rui Zeng; Limin Luo 001 (ICIP, 2015)

Calcified coronary plaques detection in CTA based-on automatic scale selection and fuzzy C means. - Qiaoyu Sun; Guanyu Yang 001; Huazhong Shu (ICMLC, 2016)

Curve-Like Structure Extraction Using Minimal Path Propagation With Backtracking. - Yang Chen 008; Yudong Zhang 001; Jian Yang 009; Qing Cao; Guanyu Yang 001; Jian Chen; Huazhong Shu; Limin Luo 001; Jean-Louis Coatrieux; Qianjing Feng (IEEE Trans. Image Process., 2016)

Automatic Whole Heart Segmentation in CT Images Based on Multi-atlas Image Registration. - Guanyu Yang 001; Chenchen Sun; Yang Chen 008; Lijun Tang; Huazhong Shu; Jean-Louis Dillenseger (STACOM@MICCAI, 2017)

Extended PCJO for the Detection-Localization of Hypersignals and Hyposignals in CT Images. - Yang Chen 008; Lu Zhang 037; Wenlong Yuan; Guanyu Yang 001; Jian Yang 009; Tianjie Xu; Huazhong Shu; Limin Luo 001; Qianjing Feng; Xuetong Zhai (IEEE Access, 2017)

Fast segmentation of ultrasound images by incorporating spatial information into Rayleigh mixture model. - Hui Bi 003; Hui Tang; Guanyu Yang 001; Baosheng Li; Huazhong Shu; Jean-Louis Dillenseger (IET Image Process., 2017)

Computed Tomography Image Origin Identification Based on Original Sensor Pattern Noise and 3-D Image Reconstruction Algorithm Footprints. - Yuping Duan; Dalel Bouslimi; Guanyu Yang 001; Huazhong Shu; Gouenou Coatrieux (IEEE J. Biomed. Health Informatics, 2017)

Automatic Segmentation of Kidney and Renal Tumor in CT Images Based on 3D Fully Convolutional Neural Network with Pyramid Pooling Module. - Guanyu Yang 001; Guoqing Li; Tan Pan; Youyong Kong; Jiasong Wu; Huazhong Shu; Limin Luo 001; Jean-Louis Dillenseger; Jean-Louis Coatrieux; Lijun Tang; Xiaomei Zhu (ICPR, 2018)

Left Ventricle Full Quantification via Hierarchical Quantification Network. - Guanyu Yang 001; Tiancong Hua; Chao Lu; Tan Pan; Xiao Yang; Liyu Hu; Jiasong Wu; Xiaomei Zhu; Huazhong Shu (STACOM@MICCAI, 2018)

Accurate image segmentation using Gaussian mixture model with saliency map. - Hui Bi 003; Hui Tang; Guanyu Yang 001; Huazhong Shu; Jean-Louis Dillenseger (Pattern Anal. Appl., 2018)

EchoQuan-Net: Direct Quantification of Echo Sequence for Left Ventricle Multidimensional Indices via Global-Local Learning, Geometric Adjustment and Multi-target Relation Learning. - Rongjun Ge; Guanyu Yang 001; Chenchu Xu; Jiulou Zhang; Yang Chen 008; Limin Luo 001; Cheng Feng; Heye Zhang; Shuo Li 001 (ICANN (Workshop), 2019)

Unsupervised Three-Dimensional Image Registration Using a Cycle Convolutional Neural Network. - Ziwei Lu; Jean-Louis Coatrieux; Guanyu Yang 001; Tiancong Hua; Liyu Hu; Youyong Kong; Lijun Tang; Xiaomei Zhu; Jean-Louis Dillenseger; Huazhong Shu (ICIP, 2019)

A Multi-Task Convolutional Neural Network for Renal Tumor Segmentation and Classification Using Multi-Phasic CT Images. - Tan Pan; Huazhong Shu; Jean-Louis Coatrieux; Guanyu Yang 001; Chuanxia Wang; Ziwei Lu; Zhongwen Zhou; Youyong Kong; Lijun Tang; Xiaomei Zhu; Jean-Louis Dillenseger (ICIP, 2019)

Stereo-Correlation and Noise-Distribution Aware ResVoxGAN for Dense Slices Reconstruction and Noise Reduction in Thick Low-Dose CT. - Rongjun Ge; Guanyu Yang 001; Chenchu Xu; Yang Chen 008; Limin Luo 001; Shuo Li 001 (MICCAI (6), 2019)

DPA-DenseBiasNet: Semi-supervised 3D Fine Renal Artery Segmentation with Dense Biased Network and Deep Priori Anatomy. - Yuting He 001; Guanyu Yang 001; Yang Chen 008; Youyong Kong; Jiasong Wu; Lijun Tang; Xiaomei Zhu; Jean-Louis Dillenseger; Pengfei Shao; Shaobo Zhang 008; Huazhong Shu; Jean-Louis Coatrieux; et al. (MICCAI (6), 2019)

A Novel Chaos-Based Symmetric Image Encryption Using Bit-Pair Level Process. - Rongjun Ge; Guanyu Yang 001; Jiasong Wu; Yang Chen 008; Gouenou Coatrieux; Limin Luo 001 (IEEE Access, 2019)

An Improved Real-Time Endovascular Guidewire Position Simulation Using Activity on Edge Network. - Jianpeng Qiu; Libo Zhang; Guanyu Yang 001; Yang Chen 008; Shoujun Zhou (IEEE Access, 2019)

Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge. - Xiahai Zhuang; Lei Li 020; Christian Payer; Darko Stern; Martin Urschler; Mattias P. Heinrich; Julien Oster; Chunliang Wang; Örjan Smedby; Cheng Bian; Xin Yang 009; Pheng-Ann Heng; et al. (CoRR, 2019)

PV-LVNet: Direct left ventricle multitype indices estimation from 2D echocardiograms of paired apical views with deep neural networks. - Rongjun Ge; Guanyu Yang 001; Yang Chen 008; Limin Luo 001; Cheng Feng; Heye Zhang; Shuo Li 001 (Medical Image Anal., 2019)

Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge. - Xiahai Zhuang; Lei Li 020; Christian Payer; Darko Stern; Martin Urschler; Mattias P. Heinrich; Julien Oster; Chunliang Wang; Örjan Smedby; Cheng Bian; Xin Yang 009; Pheng-Ann Heng; et al. (Medical Image Anal., 2019)

Vessel segmentation using centerline constrained level set method. - Tianling Lv; Guanyu Yang 001; Yudong Zhang 001; Jian Yang 009; Yang Chen 008; Huazhong Shu; Limin Luo 001 (Multim. Tools Appl., 2019)

Deep Complementary Joint Model for Complex Scene Registration and Few-Shot Segmentation on Medical Images. - Yuting He 001; Tiantian Li; Guanyu Yang 001; Youyong Kong; Yang Chen 008; Huazhong Shu; Jean-Louis Coatrieux; Jean-Louis Dillenseger; Shuo Li 001 (ECCV (18), 2020)

Vessel Structure Extraction using Constrained Minimal Path Propagation. - Guanyu Yang 001; Tianling Lv; Yunpeng Shen; Shuo Li 001; Jian Yang 009; Yang Chen 008; Huazhong Shu; Limin Luo 001; Jean-Louis Coatrieux (Artif. Intell. Medicine, 2020)

Weakly-supervised convolutional neural networks of renal tumor segmentation in abdominal CTA images. - Guanyu Yang 001; Chuanxia Wang; Jian Yang 009; Yang Chen 008; Lijun Tang; Pengfei Shao; Jean-Louis Dillenseger; Huazhong Shu; Limin Luo 001 (BMC Medical Imaging, 2020)

Fast and accurate segmentation method of active shape model with Rayleigh mixture model clustering for prostate ultrasound images. - Hui Bi 003; Yibo Jiang; Hui Tang; Guanyu Yang 001; Huazhong Shu; Jean-Louis Dillenseger (Comput. Methods Programs Biomed., 2020)

SLNSpeech: solving extended speech separation problem by the help of sign language. - Jiasong Wu; Taotao Li; Youyong Kong; Guanyu Yang 001; Lotfi Senhadji; Huazhong Shu (CoRR, 2020)

Generative networks as inverse problems with fractional wavelet scattering networks. - Jiasong Wu; Jing Zhang; Fuzhi Wu; Youyong Kong; Guanyu Yang 001; Lotfi Senhadji; Huazhong Shu (CoRR, 2020)

Image splicing localization using residual image and residual-based fully convolutional network. - Beijing Chen; Xiaoming Qi; Yang Zhou; Guanyu Yang 001; Yuhui Zheng; Bin Xiao 002 (J. Vis. Commun. Image Represent., 2020)

Dense biased networks with deep priori anatomy and hard region adaptation: Semi-supervised learning for fine renal artery segmentation. - Yuting He 001; Guanyu Yang 001; Jian Yang 009; Yang Chen 008; Youyong Kong; Jiasong Wu; Lijun Tang; Xiaomei Zhu; Jean-Louis Dillenseger; Pengfei Shao; Shaobo Zhang 008; Huazhong Shu; et al. (Medical Image Anal., 2020)

K-Net: Integrate Left Ventricle Segmentation and Direct Quantification of Paired Echo Sequence. - Rongjun Ge; Guanyu Yang 001; Yang Chen 008; Limin Luo 001; Cheng Feng; Hong Ma; Junyi Ren; Shuo Li 001 (IEEE Trans. Medical Imaging, 2020)

HIFUNet: Multi-Class Segmentation of Uterine Regions From MR Images Using Global Convolutional Networks for HIFU Surgery Planning. - Chen Zhang 024; Huazhong Shu; Guanyu Yang 001; Faqi Li; Yingang Wen; Qin Zhang; Jean-Louis Dillenseger; Jean-Louis Coatrieux (IEEE Trans. Medical Imaging, 2020)

Thin Semantics Enhancement via High-Frequency Priori Rule for Thin Structures Segmentation. - Yuting He 001; Rongjun Ge; Jiasong Wu; Jean-Louis Coatrieux; Huazhong Shu; Yang Chen 008; Guanyu Yang 001; Shuo Li 001 (ICDM, 2021)

EnMcGAN: Adversarial Ensemble Learning for 3D Complete Renal Structures Segmentation. - Yuting He 001; Rongjun Ge; Xiaoming Qi; Guanyu Yang 001; Yang Chen 008; Youyong Kong; Huazhong Shu; Jean-Louis Coatrieux; Shuo Li 001 (IPMI, 2021)

CPNet: Cycle Prototype Network for Weakly-Supervised 3D Renal Compartments Segmentation on CT Images. - Song Wang 002; Yuting He 001; Youyong Kong; Xiaomei Zhu; Shaobo Zhang 008; Pengfei Shao; Jean-Louis Dillenseger; Jean-Louis Coatrieux; Shuo Li 001; Guanyu Yang 001 (MICCAI (2), 2021)

Unsupervised Contrastive Learning of Radiomics and Deep Features for Label-Efficient Tumor Classification. - Ziteng Zhao; Guanyu Yang 001 (MICCAI (2), 2021)

An adaptive optimal viewing angle determination algorithm for TEVAR operation. - Weiya Sun; Guanyu Yang 001; Yang Chen 008; Huazhong Shu (BMC Medical Imaging, 2021)

Dissected aorta segmentation using convolutional neural networks. - Tianling Lyu; Guanyu Yang 001; Xingran Zhao; Huazhong Shu; Limin Luo 001; Duanduan Chen; Jiang Xiong; Jian Yang 009; Shuo Li 001; Jean-Louis Coatrieux; Yang Chen 008 (Comput. Methods Programs Biomed., 2021)

Speech Denoising Using Only Single Noisy Audio Samples. - Qingchun Li; Jiasong Wu; Yilun Kong; Chunfeng Yang; Youyong Kong; Guanyu Yang 001; Lotfi Senhadji; Huazhong Shu (CoRR, 2021)

Fractional Wavelet-Based Generative Scattering Networks. - Jiasong Wu; Xiang Qiu; Jing Zhang; Fuzhi Wu; Youyong Kong; Guanyu Yang 001; Lotfi Senhadji; Huazhong Shu (Frontiers Neurorobotics, 2021)

Meta grayscale adaptive network for 3D integrated renal structures segmentation. - Yuting He 001; Guanyu Yang 001; Jian Yang 009; Rongjun Ge; Youyong Kong; Xiaomei Zhu; Shaobo Zhang 008; Pengfei Shao; Huazhong Shu; Jean-Louis Dillenseger; Jean-Louis Coatrieux; Shuo Li 001 (Medical Image Anal., 2021)

Patient-Level Prediction of Multi-Classification Task at Prostate MRI Based on End-to-End Framework Learning From Diagnostic Logic of Radiologists. - Lizhi Shao; Zhenyu Liu; Ye Yan; Jiangang Liu; Xiongjun Ye; Haizhui Xia; Xuehua Zhu; Yuting Zhang; Zhiying Zhang; Huiying Chen; Wei He; Cheng Liu; et al. (IEEE Trans. Biomed. Eng., 2021)

Examinee-Examiner Network: Weakly Supervised Accurate Coronary Lumen Segmentation Using Centerline Constraint. - Yaolei Qi; Han Xu; Yuting He 001; Guanyu Li; Zehang Li; Youyong Kong; Jean-Louis Coatrieux; Huazhong Shu; Guanyu Yang 001; Shengxian Tu (IEEE Trans. Image Process., 2021)

Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data. - Wufeng Xue; Jiahui Li 005; Zhiqiang Hu; Eric Kerfoot; James R. Clough; Ilkay Öksüz; Hao Xu; Vicente Grau; Fumin Guo; Matthew Ng; Xiang Li 001; Quanzheng Li; et al. (IEEE J. Biomed. Health Informatics, 2021)

Temporal Cross-Graph Network for Brain Functional Activity Prediction. - Xinyu Yuan; Wenhan Wang; Youyong Kong; Jiasong Wu; Guanyu Yang 001; Huazhong Shu (ICASSP, 2022)

Iterative Seeded Region Growing for Brain Tissue Segmentation. - Ke Zhang; Fei Wu; Junxiao Sun; Guanyu Yang 001; Huazhong Shu; Youyong Kong (ICIP, 2022)

MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation. - Zhangfu Dong; Yuting He 001; Xiaoming Qi; Yang Chen 008; Huazhong Shu; Jean-Louis Coatrieux; Guanyu Yang 001; Shuo Li 001 (IJCAI, 2022)

SAPJNet: Sequence-Adaptive Prototype-Joint Network for Small Sample Multi-sequence MRI Diagnosis. - Yuqiang Gao; Guanyu Yang 001; Xiaoming Qi; Yinsu Zhu; Shuo Li 001 (MICCAI (1), 2022)

Contrastive Re-localization and History Distillation in Federated CMR Segmentation. - Xiaoming Qi; Guanyu Yang 001; Yuting He 001; Wangyan Liu; Ali Islam; Shuo Li 001 (MICCAI (5), 2022)

XMorpher: Full Transformer for Deformable Medical Image Registration via Cross Attention. - Jiacheng Shi; Yuting He 001; Youyong Kong; Jean-Louis Coatrieux; Huazhong Shu; Guanyu Yang 001; Shuo Li 001 (MICCAI (6), 2022)

FFCNet: Fourier Transform-Based Frequency Learning and Complex Convolutional Network for Colon Disease Classification. - Kai-Ni Wang; Yuting He 001; Shuaishuai Zhuang; Juzheng Miao; Xiaopu He; Ping Zhou; Guanyu Yang 001; Guang-Quan Zhou; Shuo Li 001 (MICCAI (3), 2022)

Dual Contrastive Attributed Graph Clustering Network. - Tong Wang 022; Guanyu Yang 001; Junhua Wu; Qijia He; Zhenquan Zhang (CoRR, 2022)

Convolutional modulation theory: A bridge between convolutional neural networks and signal modulation theory. - Fuzhi Wu; Jiasong Wu; Youyong Kong; Chunfeng Yang; Guanyu Yang 001; Huazhong Shu; Guy Carrault; Lotfi Senhadji (Neurocomputing, 2022)

X-CTRSNet: 3D cervical vertebra CT reconstruction and segmentation directly from 2D X-ray images. - Rongjun Ge; Yuting He 001; Cong Xia; Chenchu Xu; Weiya Sun; Guanyu Yang 001; Junru Li; Zhihua Wang; Hailing Yu; Daoqiang Zhang; Yang Chen 008; Limin Luo 001; et al. (Knowl. Based Syst., 2022)

RE-3DLVNet: Refined estimation of the left ventricle volume via interactive 3D segmentation and reinforced quantification. - Rongjun Ge; Cong Xia; Yuting He 001; Hailong Sun 006; Daoqiang Zhang; Guanyu Yang 001; Wentao Xiang; Jinjun Shi; Limin Luo 001; Yinsu Zhu; Shuo Li 001; Yang Chen 008 (Knowl. Based Syst., 2022)

BKC-Net: Bi-Knowledge Contrastive Learning for renal tumor diagnosis on 3D CT images. - Jindi Kong; Yuting He 001; Xiaomei Zhu; Pengfei Shao; Yi Xu; Yang Chen 008; Jean-Louis Coatrieux; Guanyu Yang 001 (Knowl. Based Syst., 2022)

Projection network with Spatio-temporal information: 2D + time DSA to 2D aorta segmentation. - Weiya Sun; Yuting He 001; Rongjun Ge; Guanyu Yang 001; Yang Chen 008; Huazhong Shu (Multim. Tools Appl., 2022)

Few-Shot Learning for Deformable Medical Image Registration With Perception-Correspondence Decoupling and Reverse Teaching. - Yuting He 001; Tiantian Li; Rongjun Ge; Jian Yang 009; Youyong Kong; Jian Zhu; Huazhong Shu; Guanyu Yang 001; Shuo Li 001 (IEEE J. Biomed. Health Informatics, 2022)

MVSGAN: Spatial-Aware Multi-View CMR Fusion for Accurate 3D Left Ventricular Myocardium Segmentation. - Xiaoming Qi; Yuting He 001; Guanyu Yang 001; Yang Chen 008; Jian Yang 009; Wangyag Liu; Yinsu Zhu; Yi Xu; Huazhong Shu; Shuo Li 001 (IEEE J. Biomed. Health Informatics, 2022)

Geometric Visual Similarity Learning in 3D Medical Image Self-Supervised Pre-training. - Yuting He 001; Guanyu Yang 001; Rongjun Ge; Yang Chen 008; Jean-Louis Coatrieux; Boyu Wang 004; Shuo Li 001 (CVPR, 2023)

Dynamic Snake Convolution based on Topological Geometric Constraints for Tubular Structure Segmentation. - Yaolei Qi; Yuting He 001; Xiaoming Qi; Yuan Zhang 019; Guanyu Yang 001 (ICCV, 2023)

Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-training. - Xiaofei Chen; Yuting He 001; Cheng Xue; Rongjun Ge; Shuo Li 001; Guanyu Yang 001 (MICCAI (1), 2023)

Partial Vessels Annotation-Based Coronary Artery Segmentation with Self-training and Prototype Learning. - Zheng Zhang; Xiaolei Zhang 005; Yaolei Qi; Guanyu Yang 001 (MICCAI (2), 2023)

O2M-UDA: Unsupervised dynamic domain adaptation for one-to-multiple medical image segmentation. - Ziyue Jiang 004; Yuting He 001; Shuai Ye; Pengfei Shao; Xiaomei Zhu; Yi Xu; Yang Chen 008; Jean-Louis Coatrieux; Shuo Li 001; Guanyu Yang 001 (Knowl. Based Syst., 2023)

Self-supervised speech denoising using only noisy audio signals. - Jiasong Wu; Qingchun Li; Guanyu Yang 001; Lei Li 020; Lotfi Senhadji; Huazhong Shu (Speech Commun., 2023)

Multi-Task Learning for Pulmonary Arterial Hypertension Prognosis Prediction via Memory Drift and Prior Prompt Learning on 3D Chest CT. - Guanyu Yang 001; Yuting He 001; Yang Lv; Yang Chen 008; Jean-Louis Coatrieux; Xiaoxuan Sun; Qiang Wang; Yongyue Wei; Shuo Li 001; Yinsu Zhu (IEEE J. Biomed. Health Informatics, 2023)

A transformer-based dual-domain network for reconstructing FOV extended cone-beam CT images from truncated sinograms in radiation therapy. - Liugang Gao; Kai Xie; Jiawei Sun; Tao Lin; Jianfeng Sui; Guanyu Yang 001; Xinye Ni (Comput. Methods Programs Biomed., 2023)

Neighborhood contrastive representation learning for attributed graph clustering. - Tong Wang 022; Junhua Wu; Yaolei Qi; Xiaoming Qi; Juwei Guan; Yuan Zhang 019; Guanyu Yang 001 (Neurocomputing, 2023)

Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks. - Fuzhi Wu; Jiasong Wu; Youyong Kong; Chunfeng Yang; Guanyu Yang 001; Huazhong Shu; Guy Carrault; Lotfi Senhadji (AAAI, 2024)

Energy-Induced Explicit Quantification for Multi-modality MRI Fusion. - Xiaoming Qi; Yuan Zhang 019; Tong Wang 022; Guanyu Yang 001; Yueming Jin; Shuo Li 001 (ECCV (7), 2024)

Fedsoda: Federated Cross-Assessment and Dynamic Aggregation for Histopathology Segmentation. - Yuan Zhang 019; Yaolei Qi; Xiaoming Qi; Lotfi Senhadji; Yongyue Wei; Feng Chen; Guanyu Yang 001 (ICASSP, 2024)

A Post-structured Analysis of Chinese Thyroid Ultrasound Report Based on Natural Language Processing Technology and TI-RADS Mode. - Shumei Miao; Rongrong Sheng; Jing Mang; Zhongmin Wang; Guanyu Yang 001 (ICMHI, 2024)

DSCENet: Dynamic Screening and Clinical-Enhanced Multimodal Fusion for MPNs Subtype Classification. - Yuan Zhang 019; Yaolei Qi; Xiaoming Qi; Yongyue Wei; Guanyu Yang 001 (MICCAI (4), 2024)

A systematic 3-D magnetic particle imaging simulation model for quantitative analysis of reconstruction image quality. - Yusong Shen; Liwen Zhang; Hui Hui; Lishuang Guo; Tan Wang; Guanyu Yang 001; Jie Tian 001 (Comput. Methods Programs Biomed., 2024)

CSLNSpeech: Solving the extended speech separation problem with the help of Chinese sign language. - Jiasong Wu; Xuan Li; Taotao Li; Fanman Meng; Youyong Kong; Guanyu Yang 001; Lotfi Senhadji; Huazhong Shu (Speech Commun., 2024)

STANet: Spatio-Temporal Adaptive Network and Clinical Prior Embedding Learning for 3D+T CMR Segmentation. - Xiaoming Qi; Yuting He 001; Yaolei Qi; Youyong Kong; Guanyu Yang 001; Shuo Li 001 (IEEE J. Biomed. Health Informatics, 2024)

Learning Better Registration to Learn Better Few-Shot Medical Image Segmentation: Authenticity, Diversity, and Robustness. - Yuting He 001; Rongjun Ge; Xiaoming Qi; Yang Chen 008; Jiasong Wu; Jean-Louis Coatrieux; Guanyu Yang 001; Shuo Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

TEST-Net: transformer-enhanced Spatio-temporal network for infectious disease prediction. - Kai Chen; Yao Liu; Tianjiao Ji; Guanyu Yang 001; Yang Chen 008; Chunfeng Yang; Yu Zheng (Multim. Syst., 2024)

Polyp Segmentation via Semantic Enhanced Perceptual Network. - Tong Wang 022; Xiaoming Qi; Guanyu Yang 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Dynamic Allocation Hypernetwork with Adaptive Model Recalibration for Federated Continual Learning. - Xiaoming Qi; Jingyang Zhang; Huazhu Fu; Guanyu Yang 001; Shuo Li 001; Yueming Jin (IPMI (1), 2025)

Beyond strong labels: Weakly-supervised learning based on Gaussian pseudo labels for the segmentation of ellipse-like vascular structures in non-contrast CTs. - Qixiang Ma; Adrien Kaladji; Huazhong Shu; Guanyu Yang 001; Antoine Lucas; Pascal Haigron (Medical Image Anal., 2025)

PathFL: Multi-alignment Federated Learning for pathology image segmentation. - Yuan Zhang 019; Feng Chen; Yaolei Qi; Guanyu Yang 001; Huazhu Fu (Medical Image Anal., 2025)

Dynamic Allocation Hypernetwork with Adaptive Model Recalibration for FCL. - Xiaoming Qi; Jingyang Zhang; Huazhu Fu; Guanyu Yang 001; Shuo Li 001; Yueming Jin (CoRR, 2025)

Generative Models in Computational Pathology: A Comprehensive Survey on Methods, Applications, and Challenges. - Yuan Zhang 019; Xinfeng Zhang; Xiaoming Qi; Xinyu Wu; Feng Chen; Guanyu Yang 001; Huazhu Fu (CoRR, 2025)

Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning. - Yuting He 001; Boyu Wang 004; Rongjun Ge; Yang Chen 008; Guanyu Yang 001; Shuo Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Wavelet-Based Dual-Task Network. - Fuzhi Wu; Jiasong Wu; Chen Zhang 024; Youyong Kong; Chunfeng Yang; Guanyu Yang 001; Huazhong Shu; Guy Carrault; Lotfi Senhadji (IEEE Trans. Neural Networks Learn. Syst., 2025)

A spatiotemporal structure-aware neural network for 4D CBCT images enhancement. - Liugang Gao; Guanyu Yang 001; Kai Xie; Jiawei Sun; Tao Lin; Jianfeng Sui; Xinye Ni (Biomed. Signal Process. Control., 2026)