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)

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)

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)

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)

SISTER: Spectral-Image Similarity-Based Tensor With Enhanced-Sparsity Reconstruction for Sparse-View Multi-Energy CT. - Dianlin Hu; Weiwen Wu; Moran Xu; Yanbo Zhang; Jin Liu 019; Rongjun Ge; Yang Chen 008; Limin Luo 001; Gouenou Coatrieux (IEEE Trans. Computational Imaging, 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)

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)

Convolutional squeeze-and-excitation network for ECG arrhythmia detection. - Rongjun Ge; Tengfei Shen; Ying Zhou; Chengyu Liu 001; Libo Zhang; Benqiang Yang; Ying Yan; Jean-Louis Coatrieux; Yang Chen 008 (Artif. Intell. Medicine, 2021)

Automatic Patient-Level Detection of Coronavirus Disease (COVID-19) Using Convolutional Neural Network from Lung CT Scans. - Zhan Wu; Rongjun Ge; Yang Chen 008; Xiaopu He; Limin Luo 001; Yu Cao 002; Hengyong Yu (J. Medical Imaging Health Informatics, 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)

ELNet: Automatic classification and segmentation for esophageal lesions using convolutional neural network. - Zhan Wu; Rongjun Ge; Minli Wen; Gaoshuang Liu; Yang Chen 008; Pinzheng Zhang; Xiaopu He; Jie Hua 004; Limin Luo 001; Shuo Li 001 (Medical Image Anal., 2021)

CD-Net: Comprehensive Domain Network With Spectral Complementary for DECT Sparse-View Reconstruction. - Yikun Zhang 001; Tianling Lv; Rongjun Ge; Qianlong Zhao; Dianlin Hu; Liu Zhang; Jin Liu 019; Yi Zhang 018; Qiegen Liu; Wei Zhao 029; Yang Chen 008 (IEEE Trans. Computational Imaging, 2021)

Automatic and Robust Object Detection in X-Ray Baggage Inspection Using Deep Convolutional Neural Networks. - Bangzhong Gu; Rongjun Ge; Yang Chen 008; Limin Luo 001; Gouenou Coatrieux (IEEE Trans. Ind. Electron., 2021)

DDPNet: A Novel Dual-Domain Parallel Network for Low-Dose CT Reconstruction. - Rongjun Ge; Yuting He 001; Cong Xia; Hailong Sun 006; Yikun Zhang 001; Dianlin Hu; Sijie Chen; Yang Chen 008; Shuo Li 001; Daoqiang Zhang (MICCAI (6), 2022)

Learning Projection Views for Sparse-View CT Reconstruction. - Liutao Yang; Rongjun Ge; Shichang Feng; Daoqiang Zhang (ACM Multimedia, 2022)

3D MRI Cardiac Segmentation Under Respiratory Motion Artifacts. - Yongqing Kou; Rongjun Ge; Daoqiang Zhang (STACOM@MICCAI, 2022)

Deep learning-based framework for segmentation of multiclass rib fractures in CT utilizing a multi-angle projection network. - Yuan Gao 033; Han Chen; Rongjun Ge; Zhan Wu; Hui Tang; Dazhi Gao; Xiaoli Mai; Libo Zhang; Benqiang Yang; Yang Chen 008; Jean-Louis Coatrieux (Int. J. Comput. Assist. Radiol. Surg., 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)

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)

S2Q-Net: Mining the High-Pass Filtered Phase Data in Susceptibility Weighted Imaging for Quantitative Susceptibility Mapping. - Zhiyang Lu; Jun Li; Chaoyue Wang; Rongjun Ge; Lili Chen; Hongjian He; Jun Shi 004 (IEEE J. Biomed. Health Informatics, 2022)

DACTransNet: A Hybrid CNN-Transformer Network for Histopathological Image Classification of Pancreatic Cancer. - Yongqing Kou; Cong Xia; Yiping Jiao; Daoqiang Zhang; Rongjun Ge (CICAI (2), 2023)

PSDD-Net: A Dual-Domain Framework for Pancreatic Cancer Image Segmentation with Multi-scale Local-Dense Net. - Dongying Yang; Cong Xia; Ge Tian; Daoqiang Zhang; Rongjun Ge (CICAI (2), 2023)

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)

Multi-task Multi-instance Learning for Jointly Diagnosis and Prognosis of Early-Stage Breast Invasive Carcinoma from Whole-Slide Pathological Images. - Jianxin Liu; Rongjun Ge; Peng Wan 004; Qi Zhu 001; Daoqiang Zhang; Wei Shao 005 (IPMI, 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)

JCCS-PFGM: A Novel Circle-Supervision Based Poisson Flow Generative Model for Multiphase CECT Progressive Low-Dose Reconstruction with Joint Condition. - Rongjun Ge; Yuting He; Cong Xia; Daoqiang Zhang (MICCAI (10), 2023)

Teacher-Student Semi-supervised Strategy for Abdominal CT Organ Segmentation. - Chong Wang; Wen Dong 013; Rongjun Ge (FLARE@MICCAI, 2023)

Eye-Guided Dual-Path Network for Multi-organ Segmentation of Abdomen. - Chong Wang; Daoqiang Zhang; Rongjun Ge (MICCAI (7), 2023)

ReconNext: A Encoder-Decoder Skip Cross Attention Based Approach to Reconstruct Cardiac MRI. - Ruiyi Li; Hanyuan Zheng; Weiya Sun; Rongjun Ge (STACOM@MICCAI, 2023)

3DSRNet: 3-D Spine Reconstruction Network Using 2-D Orthogonal X-Ray Images Based on Deep Learning. - Yuan Gao 033; Hui Tang; Rongjun Ge; Jin Liu 019; Xin Chen 086; Yan Xi; Xu Ji; Huazhong Shu; Jian Zhu; Gouenou Coatrieux; Jean-Louis Coatrieux; Yang Chen 008 (IEEE Trans. Instrum. Meas., 2023)

Improving anisotropy resolution of computed tomography and annotation using 3D super-resolution network. - Rongjun Ge; Fanqi Shi; Yang Chen 008; Shujun Tang; Hailong Zhang; Xiaojian Lou; Wei Zhao 029; Gouenou Coatrieux; Dazhi Gao; Shuo Li 001; Xiaoli Mai (Biomed. Signal Process. Control., 2023)

Low-Dose CT Denoising via Sinogram Inner-Structure Transformer. - Liutao Yang; Zhongnian Li; Rongjun Ge; Junyong Zhao; Haipeng Si; Daoqiang Zhang (IEEE Trans. Medical Imaging, 2023)

A novel DAVnet3+ method for precise segmentation of bladder cancer in MRI. - Liang Wang; Lingkai Cai; Chunxiao Chen; Xue Fu; Jie Yu; Rongjun Ge; Baorui Yuan; Xiao Yang; Qiang Shao; Qiang Lv (Vis. Comput., 2023)

Prediction of Freezing of Gait in Parkinson's disease based on multi-channel time-series neural network. - Boyan Wang; Xuegang Hu; Rongjun Ge; Chenchu Xu; Jinglin Zhang; Zhifan Gao; Shu Zhao; Kemal Polat (Artif. Intell. Medicine, 2024)

Imaging foundation model for universal enhancement of non-ideal measurement CT. - Yuxin Liu; Rongjun Ge; Yuting He 001; Zhan Wu; Chenyu You; Shuo Li 001; Yang Chen 008 (CoRR, 2024)

An Attribute-Decoupled Model for Onset Identification of Atrial Fibrillation in Single-Lead Electrocardiograms. - Qian Li; Xingyao Wang 001; Hongxiang Gao; Rongjun Ge; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Instrum. Meas., 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)

Gaze-Assisted Human-Centric Domain Adaptation for Cardiac Ultrasound Image Segmentation. - Ruiyi Li; Yuting He 001; Rongjun Ge; Chong Wang; Daoqiang Zhang; Yang Chen 008; Shuo Li 001 (ICASSP, 2025)

Human gaze-based dual teacher guidance learning for semi-supervised medical image segmentation. - Rongjun Ge; Chong Wang; Yuxin Liu; Chunqiang Lu; Cong Xia; Yehui Jiang; Fangyi Xu; Yinsu Zhu; Daoqiang Zhang; Chengyu Liu; Yang Chen; Shuo Li; et al. (Neural Networks, 2025)

GFA-Net: Global Feature Aggregation Network Based on Contrastive Learning for Breast Lesion Automated Segmentation in Ultrasound Images. - Tao Wang 107; Chufeng Jin; Yang Chen 008; Guangquan Zhou; Rongjun Ge; Cheng Xue; Baike Shi; Tianyi Liu; Jean-Louis Coatrieux; Qianjin Feng (IEEE Trans. Instrum. Meas., 2025)

Gaze-Assisted Human-Centric Domain Adaptation for Cardiac Ultrasound Image Segmentation. - Ruiyi Li; Yuting He; Rongjun Ge; Chong Wang; Daoqiang Zhang; Yang Chen; Shuo Li (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)

Extreme Cardiac MRI Analysis under Respiratory Motion: Results of the CMRxMotion Challenge. - Kang Wang 004; Chen Qin; Zhang Shi; Haoran Wang 009; Xiwen Zhang; Chen Chen 042; Cheng Ouyang; Chengliang Dai; Yuanhan Mo; Chenchen Dai; Xutong Kuang; Ruizhe Li; et al. (CoRR, 2025)

Think as Cardiac Sonographers: Marrying SAM with Left Ventricular Indicators Measurements According to Clinical Guidelines. - Tuo Liu; Qinghan Yang; Yu Zhang; Rongjun Ge; Yang Chen 008; Guangquan Zhou (CoRR, 2025)