| 2025 | AAAI | Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation. | Ziyang Chen, Yiwen Ye, Yongsheng Pan, Yong Xia |
| 2025 | MICCAI | Personalized Federated Side-Tuning for Medical Image Classification. | Jiayi Chen, Benteng Ma, Yongsheng Pan, Bin Pu, Hengfei Cui, Yong Xia |
| 2025 | MICCAI | Structure-Preserve Expansion for Medical Image Registration with Minimal Overlap. | Zaiyuan Liu, Yongsheng Pan, Yong Xia |
| 2025 | MICCAI | NAF-GAN: Anatomically Constrained GAN for Ultra-Low-Field MRI Enhancement. | Zhenyu Xiang, Yicheng Wu, Ziyang Chen, Zaiyuan Liu, Yongsheng Pan, Yong Xia |
| 2024 | CVPR | Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation. | Ziyang Chen, Yongsheng Pan, Yiwen Ye, Mengkang Lu, Yong Xia |
| 2024 | ICASSP | Synthesizing Aβ-Pet Via An Image And Label Conditioning Latent Diffusion Model For Detecting Amyloid Status. | Zaixin Ou, Yongsheng Pan, Yuanning Li, Fang Xie, Qihao Guo, Dinggang Shen |
| 2024 | IJCAI | A Prior-information-guided Residual Diffusion Model for Multi-modal PET Synthesis from MRI. | Zaixin Ou, Caiwen Jiang, Yongsheng Pan, Yuanwang Zhang, Zhiming Cui, Dinggang Shen |
| 2024 | MICCAI | Rethinking nnU-Net for Cross-Modality Unsupervised Domain Adaptation in Abdominal Organ Segmentation. | Ziyang Chen, Xiaoyu Bai, Zhisong Wang, Yiwen Ye, Yongsheng Pan, Yong Xia |
| 2023 | MICCAI | Treasure in Distribution: A Domain Randomization Based Multi-source Domain Generalization for 2D Medical Image Segmentation. | Ziyang Chen, Yongsheng Pan, Yiwen Ye, Hengfei Cui, Yong Xia |
| 2023 | MICCAI | PET-Diffusion: Unsupervised PET Enhancement Based on the Latent Diffusion Model. | Caiwen Jiang, Yongsheng Pan, Mianxin Liu, Lei Ma, Xiao Zhang, Jiameng Liu, Xiaosong Xiong, Dinggang Shen |
| 2023 | MICCAI | Revealing Anatomical Structures in PET to Generate CT for Attenuation Correction. | Yongsheng Pan, Feihong Liu, Caiwen Jiang, Jiawei Huang, Yong Xia, Dinggang Shen |
| 2022 | MICCAI | Curvature-Enhanced Implicit Function Network for High-quality Tooth Model Generation from CBCT Images. | Yu Fang, Zhiming Cui, Lei Ma, Lanzhuju Mei, Bojun Zhang, Yue Zhao, Zhihao Jiang, Yiqiang Zhan, Yongsheng Pan, Min Zhu, Dinggang Shen |
| 2022 | MICCAI | Deep-Learning Based T | Yuning Gu, Yongsheng Pan, Zhenghan Fang, Jingyang Zhang, Peng Xue, Mianxin Liu, Yuran Zhu, Lei Ma, Charlie Androjna, Xin Yu, Dinggang Shen |
| 2022 | MICCAI | CSGAN: Synthesis-Aided Brain MRI Segmentation on 6-Month Infants. | Xin Tang, Jiadong Zhang, Yongsheng Pan, Yuyao Zhang, Feng Shi |
| 2022 | MICCAI | Learning Towards Synchronous Network Memorizability and Generalizability for Continual Segmentation Across Multiple Sites. | Jingyang Zhang, Peng Xue, Ran Gu, Yuning Gu, Mianxin Liu, Yongsheng Pan, Zhiming Cui, Jiawei Huang, Lei Ma, Dinggang Shen |
| 2021 | MICCAI | CDLRS: Collaborative Deep Learning Model with Joint Regression and Segmentation for Automatic Fovea Localization. | Ziyang Chen, Yongsheng Pan, Yong Xia |
| 2021 | MICCAI | Collaborative Image Synthesis and Disease Diagnosis for Classification of Neurodegenerative Disorders with Incomplete Multi-modal Neuroimages. | Yongsheng Pan, Yuanyuan Chen, Dinggang Shen, Yong Xia |
| 2021 | MICCAI | Cerebral Blood Volume Prediction Based on Multi-modality Magnetic Resonance Imaging. | Yongsheng Pan, Jingyu Huang, Bao Wang, Peng Zhao, Yingchao Liu, Yong Xia |
| 2021 | MICCAI | Predicting Symptoms from Multiphasic MRI via Multi-instance Attention Learning for Hepatocellular Carcinoma Grading. | Zelin Qiu, Yongsheng Pan, Jie Wei, Dijia Wu, Yong Xia, Dinggang Shen |
| 2021 | MICCAI | Learning to Synthesize 7 T MRI from 3 T MRI with Few Data by Deformable Augmentation. | Jie Wei, Yongsheng Pan, Yong Xia, Dinggang Shen |
| 2021 | MICCAI | Consistent Segmentation of Longitudinal Brain MR Images with Spatio-Temporal Constrained Networks. | Jie Wei, Feng Shi, Zhiming Cui, Yongsheng Pan, Yong Xia, Dinggang Shen |
| 2020 | MICCAI | Joint Neuroimage Synthesis and Representation Learning for Conversion Prediction of Subjective Cognitive Decline. | Yunbi Liu, Yongsheng Pan, Wei Yang, Zhenyuan Ning, Ling Yue, Mingxia Liu, Dinggang Shen |
| 2020 | MICCAI | LDGAN: Longitudinal-Diagnostic Generative Adversarial Network for Disease Progression Prediction with Missing Structural MRI. | Zhenyuan Ning, Yu Zhang, Yongsheng Pan, Tao Zhong, Mingxia Liu, Dinggang Shen |
| 2019 | MICCAI | Discriminative-Region-Aware Residual Network for Adolescent Brain Structure and Cognitive Development Analysis. | Yongsheng Pan, Mingxia Liu, Li Wang, Yong Xia, Dinggang Shen |
| 2019 | MICCAI | Disease-Image Specific Generative Adversarial Network for Brain Disease Diagnosis with Incomplete Multi-modal Neuroimages. | Yongsheng Pan, Mingxia Liu, Chunfeng Lian, Yong Xia, Dinggang Shen |
| 2019 | MICCAI | Unsupervised Conditional Consensus Adversarial Network for Brain Disease Identification with Structural MRI. | Jing Zhang, Mingxia Liu, Yongsheng Pan, Dinggang Shen |
| 2018 | MICCAI | Synthesizing Missing PET from MRI with Cycle-consistent Generative Adversarial Networks for Alzheimer's Disease Diagnosis. | Yongsheng Pan, Mingxia Liu, Chunfeng Lian, Tao Zhou, Yong Xia, Dinggang Shen |
| 2009 | ICASSP | Top-down image segmentation using the Mumford-Shah functional and level set image representation. | Yongsheng Pan |
| 2006 | ICPR | Bottom-Up Hierarchical Image Segmentation Using Region Competition and the Mumford-Shah Functional. | Yongsheng Pan, J. Douglas Birdwell, Seddik M. Djouadi |
| 2006 | ISM | Efficient Bottom-Up Image Segmentation Using Region Competition and the Mumford-Shah Model for Color and Textured Images. | Yongsheng Pan, J. Douglas Birdwell, Seddik M. Djouadi |
| 2006 | MMSP | An Efficient Bottom-Up Image Segmentation Method Based on Region Growing, Region Competition and the Mumford Shah Functional. | Yongsheng Pan, J. Douglas Birdwell, Seddik M. Djouadi |
| 2006 | MMSP | Efficient Implementation of the Chan-Vese Models Without Solving PDEs. | Yongsheng Pan, J. Douglas Birdwell, Seddik M. Djouadi |
| 2005 | ICASSP | A New Gradient and Region Based Geometric Snake. | Yongsheng Pan, J. Douglas Birdwell, Seddik M. Djouadi |
| 2005 | ISM | Image Segmentation Using Curve Evolution and Anisotropic Diffusion: An Integrated Approach. | Yongsheng Pan, J. Douglas Birdwell, Seddik M. Djouadi |