Rongjun Ge

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 43

Top Topics

Convolutional Neural Network

Image Segmentation

Top Venues

Medical Image Anal.

IEEE Trans. Instrum. Meas.

Publications

Boyan Wang, Xuegang Hu, Rongjun Ge, Chenchu Xu, Jinglin Zhang, Zhifan Gao, Shu Zhao, Kemal Polat
Prediction of Freezing of Gait in Parkinson's disease based on multi-channel time-series neural network. Artif. Intell. Medicine 154 (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)
Qian Li, Xingyao Wang, Hongxiang Gao, Rongjun Ge, Jianqing Li, Chengyu Liu
An Attribute-Decoupled Model for Onset Identification of Atrial Fibrillation in Single-Lead Electrocardiograms. IEEE Trans. Instrum. Meas. 73 (2024)
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)
Liang Wang, Lingkai Cai, Chunxiao Chen, Xue Fu, Jie Yu, Rongjun Ge, Baorui Yuan, Xiao Yang, Qiang Shao, Qiang Lv
A novel DAVnet3+ method for precise segmentation of bladder cancer in MRI. Vis. Comput. 39 (10) (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. CVPR (2023)
Xiaofei Chen, Yuting He, Cheng Xue, Rongjun Ge, Shuo Li, Guanyu Yang
Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-Training. CoRR (2023)
Ruiyi Li, Hanyuan Zheng, Weiya Sun, Rongjun Ge
ReconNext: A Encoder-Decoder Skip Cross Attention Based Approach to Reconstruct Cardiac MRI. STACOM@MICCAI (2023)
Xiaofei Chen, Yuting He, Cheng Xue, Rongjun Ge, Shuo Li, Guanyu Yang
Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-training. MICCAI (1) (2023)
Rongjun Ge, Yuting He, Cong Xia, Daoqiang Zhang
JCCS-PFGM: A Novel Circle-Supervision Based Poisson Flow Generative Model for Multiphase CECT Progressive Low-Dose Reconstruction with Joint Condition. MICCAI (10) (2023)
Yongqing Kou, Cong Xia, Yiping Jiao, Daoqiang Zhang, Rongjun Ge
DACTransNet: A Hybrid CNN-Transformer Network for Histopathological Image Classification of Pancreatic Cancer. CICAI (2) (2023)
Liutao Yang, Zhongnian Li, Rongjun Ge, Junyong Zhao, Haipeng Si, Daoqiang Zhang
Low-Dose CT Denoising via Sinogram Inner-Structure Transformer. IEEE Trans. Medical Imaging 42 (4) (2023)
Dongying Yang, Cong Xia, Ge Tian, Daoqiang Zhang, Rongjun Ge
PSDD-Net: A Dual-Domain Framework for Pancreatic Cancer Image Segmentation with Multi-scale Local-Dense Net. CICAI (2) (2023)
Jianxin Liu, Rongjun Ge, Peng Wan, Qi Zhu, Daoqiang Zhang, Wei Shao
Multi-task Multi-instance Learning for Jointly Diagnosis and Prognosis of Early-Stage Breast Invasive Carcinoma from Whole-Slide Pathological Images. IPMI (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)
Chong Wang, Daoqiang Zhang, Rongjun Ge
Eye-Guided Dual-Path Network for Multi-organ Segmentation of Abdomen. MICCAI (7) (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)
Chong Wang, Wen Dong, Rongjun Ge
Teacher-Student Semi-supervised Strategy for Abdominal CT Organ Segmentation. FLARE@MICCAI (2023)
Zhiyang Lu, Jun Li, Chaoyue Wang, Rongjun Ge, Lili Chen, Hongjian He, Jun Shi
S2Q-Net: Mining the High-Pass Filtered Phase Data in Susceptibility Weighted Imaging for Quantitative Susceptibility Mapping. IEEE J. Biomed. Health Informatics 26 (8) (2022)
Liutao Yang, Rongjun Ge, Shichang Feng, Daoqiang Zhang
Learning Projection Views for Sparse-View CT Reconstruction. ACM Multimedia (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)
Yongqing Kou, Rongjun Ge, Daoqiang Zhang
3D MRI Cardiac Segmentation Under Respiratory Motion Artifacts. STACOM@MICCAI (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)
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)
Liutao Yang, Zhongnian Li, Rongjun Ge, Junyong Zhao, Haipeng Si, Daoqiang Zhang
Low-Dose CT Denoising via Sinogram Inner-Structure Transformer. CoRR (2022)
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) (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)
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)
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)
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 (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)
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)
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)
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)
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)
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)
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)
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)
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)