Publications
You can also find my articles on my Google Scholar profile.
2025
Journal Papers
Cross-Modality PET Image Synthesis for Parkinson’s Disease Diagnosis: A Leap from [18F]FDG to [11C]CFT Using Deep Learning [code]
Zhenrong Shen*, Jing Wang*, Haolin Huang, Jiaying Lu, Jingjie Ge, Honglin Xiong, Ping Wu, Zizhao Ju, Huamei Lin, Yuhua Zhu, Yunhao Yang, Fengtao Liu, Yihui Guan, Kaicong Sun, Qian Wang, Chuantao Zuo.
European Journal of Nuclear Medicine and Molecular Imaging (EJNMMI), 2025
Improving Self-Supervised Medical Image Pre-Training by Early Alignment with Human Eye Gaze Information [code]
Sheng Wang*, Zihao Zhao*, Zhenrong Shen, Bin Wang, Qian Wang, Dinggang Shen.
IEEE Transactions on Medical Imaging (TMI), 2025
Uni-COAL: A Unified Framework for Cross-Modality Synthesis and Super-Resolution of MR Images [code]
Zhiyun Song, Zengxin Qi, Xin Wang, Xiangyu Zhao, Zhenrong Shen, Sheng Wang, Manman Fei, Zhe Wang, Di Zang, Dongdong Chen, Linlin Yao, Qian Wang, Xuehai Wu, Lichi Zhang.
Expert Systems with Applications (ESWA), 2025
Conference Papers
MITracker: Multi-View Integration for Visual Object Tracking
Mengjie Xu*, Yitao Zhu*, Haotian Jiang, Jiaming Li, Zhenrong Shen, Sheng Wang, Haolin Huang, Xinyu Wang, Han Zhang, Qing Yang, Qian Wang.
The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2025), Nashville, USA.
Longitudinal Image Synthesis for Early Brain Development with Age Awareness
Yu Fang, Honglin Xiong, Jiawei Huang, Xin Wang, Zhenrong Shen, Feihong Liu, Xinyi Cai, Han Zhang, Qian Wang.
IEEE International Symposium on Biomedical Imaging (ISBI 2025), Houston, USA.
2024
Journal Papers
Exploring Multi-Connectivity and Subdivision Functions of Brain Network via Heterogeneous Graph Network for Cognitive Disorder Identification
Dongdong Chen, Mengjun Liu, Zhenrong Shen, Linlin Yao, Xiangyu Zhao, Zhiyun Song, Haolei Yuan, Qian Wang, Lichi Zhang.
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024
Distillation of Multi-class Cervical Lesion Cell Detection via Synthesis-aided Pre-training and Patch-level Feature Alignment
Manman Fei, Zhenrong Shen, Zhiyun Song, Xin Wang, Maosong Cao, Linlin Yao, Xiangyu Zhao, Qian Wang, Lichi Zhang.
Neural Networks, 2024
Spatial Attention-based Implicit Neural Representation for Arbitrary Reduction of MRI Slice Spacing [code]
Xin Wang*, Sheng Wang*, Honglin Xiong, Kai Xuan, Zixu Zhuang, Mengjun Liu, Zhenrong Shen, Xiangyu Zhao, Lichi Zhang, Qian Wang.
Medical Image Analysis (MedIA), 2024
sTBI-GAN: An Adversarial Learning Approach for Data Synthesis on Traumatic Brain Segmentation
Xiangyu Zhao*, Di Zang*, Sheng Wang, Zhenrong Shen, Kai Xuan, Zeyu Wei, Zhe Wang, Ruizhe Zheng, Xuehai Wu, Zheren Li, Qian Wang, Zengxin Qi, Lichi Zhang.
Computerized Medical Imaging and Graphics (CMIG), 2024
Segment Anything Model for Medical Image Segmentation: Current Applications and Future Directions [paper list]
Yichi Zhang, Zhenrong Shen, Rushi Jiao.
Computers in Biology and Medicine (CIBM), 2024
Conference Papers
MetaAD: Metabolism-Aware Anomaly Detection for Parkinson’s Disease in 3D 18F-FDG PET [code] (Early Accept & Oral & Young Scientist Award)
Haolin Huang*, Zhenrong Shen*, Jing Wang*, Xinyu Wang, Jiaying Lu, Huamei Lin, Jingjie Ge, Chuantao Zuo, Qian Wang.
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2024), Marrakesh, Morocco.
Gaze-DETR: Using Expert Gaze to Reduce False Positives in Vulvovaginal Candidiasis Screening [code] (Early Accept)
Yan Kong*, Sheng Wang*, Jiangdong Cai, Zihao Zhao, Zhenrong Shen, Yonghao Li, Manman Fei, Qian Wang.
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2024), Marrakesh, Morocco.
Self-supervised Learning with Adaptive Graph Structure and Function Representation For Cross-Dataset Brain Disorder Diagnosis [code]
Dongdong Chen, Linlin Yao, Mengjun Liu, Zhenrong Shen, Yuqi Hu, Zhiyun Song, Qian Wang, Lichi Zhang.
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2024), Marrakesh, Morocco.
Melo: Low-rank Adaptation Is Better Than Fine-tuning for Medical Image Diagnosis [project] [code] (Oral)
Yitao Zhu, Zhenrong Shen, Zihao Zhao, Sheng Wang, Xin Wang, Xiangyu Zhao, Dinggang Shen, Qian Wang.
IEEE International Symposium on Biomedical Imaging (ISBI 2024), Athens, Greece.
2023
Journal Papers
Image Synthesis with Disentangled Attributes for Chest X-ray Nodule Augmentation and Detection
Zhenrong Shen, Xi Ouyang, Bin Xiao, Jie-Zhi Cheng, Dinggang Shen, Qian Wang.
Medical Image Analysis (MedIA), 2023
Conference Papers
CellGAN: Conditional Cervical Cell Synthesis for Augmenting Cytopathological Image Classification [code] (Early Accept)
Zhenrong Shen, Maosong Cao, Sheng Wang, Lichi Zhang, Qian Wang.
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023), Vancouver, Canada.
One-Shot Traumatic Brain Segmentation with Adversarial Training and Uncertainty Rectification [code] (Early Accept)
Xiangyu Zhao, Zhenrong Shen, Dongdong Chen, Sheng Wang, Zixu Zhuang, Qian Wang, Lichi Zhang.
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023), Vancouver, Canada.
Alias-Free Co-modulated Network for Cross-Modality Synthesis and Super-Resolution of MR Images [code] (Early Accept)
Zhiyun Song, Xin Wang, Xiangyu Zhao, Sheng Wang, Zhenrong Shen, Zixu Zhuang, Mengjun Liu, Qian Wang, Lichi Zhang.
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023), Vancouver, Canada.
Robust Cervical Abnormal Cell Detection via Distillation from Local-Scale Consistency Refinement [code]
Manman Fei, Xin Zhang, Maosong Cao, Zhenrong Shen, Xiangyu Zhao, Zhiyun Song, Qian Wang, Lichi Zhang.
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023), Vancouver, Canada.
CAS-Net: Cross-View Aligned Segmentation by Graph Representation of Knees
Zixu Zhuang*, Xin Wang*, Sheng Wang, Zhenrong Shen, Xiangyu Zhao, Mengjun Liu, Zhong Xue, Dinggang Shen, Lichi Zhang, Qian Wang.
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023), Vancouver, Canada.
Learnable Subdivision Graph Neural Network for Functional Brain Network Analysis and Interpretable Cognitive Disorder Diagnosis [code]
Dongdong Chen, Mengjun Liu, Zhenrong Shen, Xiangyu Zhao, Qian Wang, Lichi Zhang.
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023), Vancouver, Canada.
Arbitrary Reduction of MRI Inter-slice Spacing Using Hierarchical Feature Conditional Diffusion
Xin Wang*, Zhenrong Shen*, Zhiyun Song, Sheng Wang, Mengjun Liu, Lichi Zhang, Kai Xuan, Qian Wang.
International Workshop on Machine Learning in Medical Imaging (MLMI) of MICCAI 2023, Vancouver, Canada.
Before 2023
Journal Papers
DW-Net: A Cascaded Convolutional Neural Network for Apical Four-chamber View Ssegmentation in Fetal Echocardiography
Lu Xu, Mingyuan Liu, Zhenrong Shen, Hua Wang, Xiaowei Liu, Xin Wang, Siyu Wang, Tiefeng Li, Shaomei Yu, Min Hou, Jianhua Guo, Jicong Zhang, Yihua He.
Computerized Medical Imaging and Graphics (CMIG), 2020
Conference Papers
Nodule Synthesis and Selection for Augmenting Chest X-ray Nodule Detection
Zhenrong Shen*, Xi Ouyang*, Zhuochen Wang, Yiqiang Zhan, Zhong Xue, Qian Wang, Jie-Zhi Cheng, Dinggang Shen.
Chinese Conference on Pattern Recognition and Computer Vision (PRCV 2021), Beijing, China.
Preprint
Two-stage Cytopathological Image Synthesis for Augmenting Cervical Abnormality Screening
Zhenrong Shen*, Manman Fei*, Xin Wang, Jiangdong Cai, Sheng Wang, Lichi Zhang, Qian Wang.
Structure-Guided MR-to-CT Synthesis with Spatial and Semantic Alignments for Attenuation Correction of Whole-Body PET/MR Imaging
Jiaxu Zheng*, Zhenrong Shen*, Lichi Zhang, Qun Chen.
Unleashing the Potential of SAM2 for Biomedical Images and Videos: A Survey
Yichi Zhang, Zhenrong Shen.
AdLER: Adversarial Training with Label Error Rectification for One-Shot Medical Image Segmentation
Xiangyu Zhao, Sheng Wang, Zhiyun Song, Zhenrong Shen, Linlin Yao, Haolei Yuan, Qian Wang, Lichi Zhang.