Nodule Synthesis and Selection for Augmenting Chest X-ray Nodule Detection. - Zhenrong Shen 001; Xi Ouyang; Zhuochen Wang; Yiqiang Zhan; Zhong Xue; Qian Wang 001; Jie-Zhi Cheng; Dinggang Shen (PRCV (3), 2021)

TBI-GAN: An Adversarial Learning Approach for Data Synthesis on Traumatic Brain Segmentation. - Xiangyu Zhao 003; Di Zang; Sheng Wang 014; Zhenrong Shen 001; Kai Xuan; Zeyu Wei; Zhe Wang; Ruizhe Zheng; Xuehai Wu; Zheren Li; Qian Wang 001; Zengxin Qi; et al. (CoRR, 2022)

Learnable Subdivision Graph Neural Network for Functional Brain Network Analysis and Interpretable Cognitive Disorder Diagnosis. - Dongdong Chen 003; Mengjun Liu; Zhenrong Shen 001; Xiangyu Zhao 003; Qian Wang 001; Lichi Zhang (MICCAI (8), 2023)

Robust Cervical Abnormal Cell Detection via Distillation from Local-Scale Consistency Refinement. - Manman Fei; Xin Zhang 013; Maosong Cao; Zhenrong Shen 001; Xiangyu Zhao 003; Zhiyun Song; Qian Wang 001; Lichi Zhang (MICCAI (6), 2023)

CellGAN: Conditional Cervical Cell Synthesis for Augmenting Cytopathological Image Classification. - Zhenrong Shen 001; Maosong Cao; Sheng Wang 014; Lichi Zhang; Qian Wang 001 (MICCAI (6), 2023)

Alias-Free Co-modulated Network for Cross-Modality Synthesis and Super-Resolution of MR Images. - Zhiyun Song; Xin Wang 125; Xiangyu Zhao 003; Sheng Wang 014; Zhenrong Shen 001; Zixu Zhuang; Mengjun Liu; Qian Wang 001; Lichi Zhang (MICCAI (10), 2023)

One-Shot Traumatic Brain Segmentation with Adversarial Training and Uncertainty Rectification. - Xiangyu Zhao 003; Zhenrong Shen 001; Dongdong Chen 003; Sheng Wang 014; Zixu Zhuang; Qian Wang 001; Lichi Zhang (MICCAI (4), 2023)

CAS-Net: Cross-View Aligned Segmentation by Graph Representation of Knees. - Zixu Zhuang; Xin Wang 125; Sheng Wang 014; Zhenrong Shen 001; Xiangyu Zhao 003; Mengjun Liu; Zhong Xue; Dinggang Shen; Lichi Zhang; Qian Wang 001 (MICCAI (4), 2023)

Arbitrary Reduction of MRI Inter-slice Spacing Using Hierarchical Feature Conditional Diffusion. - Xin Wang 125; Zhenrong Shen 001; Zhiyun Song; Sheng Wang 014; Mengjun Liu; Lichi Zhang; Kai Xuan; Qian Wang 001 (MLMI@MICCAI (1), 2023)

AdLER: Adversarial Training with Label Error Rectification for One-Shot Medical Image Segmentation. - Xiangyu Zhao 003; Sheng Wang 014; Zhiyun Song; Zhenrong Shen 001; Linlin Yao; Haolei Yuan; Qian Wang 001; Lichi Zhang (CoRR, 2023)

Uni-COAL: A Unified Framework for Cross-Modality Synthesis and Super-Resolution of MR Images. - Zhiyun Song; Zengxin Qi; Xin Wang 125; Xiangyu Zhao 003; Zhenrong Shen 001; Sheng Wang 014; Manman Fei; Zhe Wang; Di Zang; Dongdong Chen 003; Linlin Yao; Qian Wang 001; et al. (CoRR, 2023)

MeLo: Low-rank Adaptation is Better than Fine-tuning for Medical Image Diagnosis. - Yitao Zhu; Zhenrong Shen 001; Zihao Zhao 002; Sheng Wang 014; Xin Wang 125; Xiangyu Zhao 003; Dinggang Shen; Qian Wang 001 (CoRR, 2023)

Image synthesis with disentangled attributes for chest X-ray nodule augmentation and detection. - Zhenrong Shen 001; Xi Ouyang; Bin Xiao; Jie-Zhi Cheng; Dinggang Shen; Qian Wang 001 (Medical Image Anal., 2023)

MeLo: Low-Rank Adaptation is Better than Fine-Tuning for Medical Image Diagnosis. - Yitao Zhu; Zhenrong Shen 001; Zihao Zhao 002; Sheng Wang 014; Xin Wang 045; Xiangyu Zhao 003; Dinggang Shen; Qian Wang 001 (ISBI, 2024)

Self-supervised Learning with Adaptive Graph Structure and Function Representation for Cross-Dataset Brain Disorder Diagnosis. - Dongdong Chen 003; Linlin Yao; Mengjun Liu; Zhenrong Shen 001; Yuqi Hu; Zhiyun Song; Qian Wang 001; Lichi Zhang (MICCAI (11), 2024)

Gaze-DETR: Using Expert Gaze to Reduce False Positives in Vulvovaginal Candidiasis Screening. - Yan Kong; Sheng Wang 014; Jiangdong Cai; Zihao Zhao 002; Zhenrong Shen 001; Yonghao Li; Manman Fei; Qian Wang 001 (MICCAI (4), 2024)

Segment anything model for medical image segmentation: Current applications and future directions. - Yichi Zhang 007; Zhenrong Shen 001; Rushi Jiao (Comput. Biol. Medicine, 2024)

sTBI-GAN: An adversarial learning approach for data synthesis on traumatic brain segmentation. - Xiangyu Zhao 003; Di Zang; Sheng Wang 014; Zhenrong Shen 001; Kai Xuan; Zeyu Wei; Zhe Wang; Ruizhe Zheng; Xuehai Wu; Zheren Li; Qian Wang 001; Zengxin Qi; et al. (Comput. Medical Imaging Graph., 2024)

Two-stage Cytopathological Image Synthesis for Augmenting Cervical Abnormality Screening. - Zhenrong Shen 001; Manman Fei; Xin Wang 125; Jiangdong Cai; Sheng Wang 014; Lichi Zhang; Qian Wang 001 (CoRR, 2024)

Spatial attention-based implicit neural representation for arbitrary reduction of MRI slice spacing. - Xin Wang 125; Sheng Wang 014; Honglin Xiong; Kai Xuan; Zixu Zhuang; Mengjun Liu; Zhenrong Shen 001; Xiangyu Zhao 003; Lichi Zhang; Qian Wang 001 (Medical Image Anal., 2024)

Distillation of multi-class cervical lesion cell detection via synthesis-aided pre-training and patch-level feature alignment. - Manman Fei; Zhenrong Shen 001; Zhiyun Song; Xin Wang 125; Maosong Cao; Linlin Yao; Xiangyu Zhao 003; Qian Wang 001; Lichi Zhang (Neural Networks, 2024)

MITracker: Multi-View Integration for Visual Object Tracking. - Mengjie Xu; Yitao Zhu; Haotian Jiang; Jiaming Li; Zhenrong Shen 001; Sheng Wang 014; Haolin Huang; Xinyu Wang; Han Zhang 002; Qing Yang; Qian Wang 001 (CVPR, 2025)

Longitudinal Image Synthesis for Early Brain Development with Age Awareness. - Yu Fang; Honglin Xiong; Jiawei Huang; Xin Wang 084; Zhenrong Shen 001; Feihong Liu; Xinyi Cai; Han Zhang 002; Qian Wang 001 (ISBI, 2025)

Uni-COAL: A unified framework for cross-modality synthesis and super-resolution of MR images. - Zhiyun Song; Zengxin Qi; Xin Wang 125; Xiangyu Zhao 003; Zhenrong Shen 001; Sheng Wang 014; Manman Fei; Zhe Wang; Di Zang; Dongdong Chen 003; Linlin Yao; Mengjun Liu; et al. (Expert Syst. Appl., 2025)

Learning contrast and content representations for synthesizing magnetic resonance image of arbitrary contrast. - Honglin Xiong; Yulin Wang; Zhenrong Shen 001; Kaicong Sun; Yu Fang; Yan Chen; Dinggang Shen; Qian Wang 001 (Medical Image Anal., 2025)

Structure-guided MR-to-CT synthesis with spatial and semantic alignments for attenuation correction of whole-body PET/MR imaging. - Jiaxu Zheng; Zhenrong Shen 001; Lichi Zhang; Qun Chen (Medical Image Anal., 2025)

LSA: Latent Style Augmentation Towards Stain-Agnostic Cervical Cancer Screening. - Jiangdong Cai; Haotian Jiang; Zhenrong Shen 001; Yonghao Li; Honglin Xiong; Lichi Zhang; Qian Wang 001 (CoRR, 2025)

Pathology Image Restoration via Mixture of Prompts. - Jiangdong Cai; Yan Chen; Zhenrong Shen 001; Haotian Jiang; Honglin Xiong; Kai Xuan; Lichi Zhang; Qian Wang 001 (CoRR, 2025)

UniCAD: Efficient and Extendable Architecture for Multi-Task Computer-Aided Diagnosis System. - Yitao Zhu; Yuan Yin; Zhenrong Shen 001; Zihao Zhao 002; Haiyu Song; Sheng Wang 014; Dinggang Shen; Qian Wang 001 (CoRR, 2025)

Exploring Multiconnectivity and Subdivision Functions of Brain Network via Heterogeneous Graph Network for Cognitive Disorder Identification. - Dongdong Chen 003; Mengjun Liu; Zhenrong Shen 001; Linlin Yao; Xiangyu Zhao 003; Zhiyun Song; Haolei Yuan; Qian Wang 001; Lichi Zhang (IEEE Trans. Neural Networks Learn. Syst., 2025)