| 2025 | CVPR | Multi-modal Vision Pre-training for Medical Image Analysis. | Shaohao Rui, Lingzhi Chen, Zhenyu Tang, Lilong Wang, Mianxin Liu, Shaoting Zhang, Xiaosong Wang |
| 2024 | MICCAI | A Dual-Task Mutual Learning Framework for Predicting Post-thrombectomy Cerebral Hemorrhage. | Caiwen Jiang, Tianyu Wang, Xiaodan Xing, Mianxin Liu, Guang Yang, Zhongxiang Ding, Dinggang Shen |
| 2024 | MICCAI | A Progressive Single-Modality to Multi-modality Classification Framework for Alzheimer's Disease Sub-type Diagnosis. | Yuxiao Liu, Mianxin Liu, Yuanwang Zhang, Kaicong Sun, Dinggang Shen |
| 2024 | MICCAI | BrainSCK: Brain Structure and Cognition Alignment via Knowledge Injection and Reactivation for Diagnosing Brain Disorders. | Lilong Wang, Mianxin Liu, Shaoting Zhang, Xiaosong Wang |
| 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 | Adult-Like Phase and Multi-scale Assistance for Isointense Infant Brain Tissue Segmentation. | Jiameng Liu, Feihong Liu, Kaicong Sun, Mianxin Liu, Yuhang Sun, Yuyan Ge, Dinggang Shen |
| 2023 | MICCAI | Development and Fast Transferring of General Connectivity-Based Diagnosis Model to New Brain Disorders with Adaptive Graph Meta-Learner. | Yuxiao Liu, Mianxin Liu, Yuanwang Zhang, 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 | Modular Graph Encoding and Hierarchical Readout for Functional Brain Network Based eMCI Diagnosis. | Lang Mei, Mianxin Liu, Lingbin Bian, Yuyao Zhang, Feng Shi, Han Zhang, Dinggang Shen |
| 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 | Building Dynamic Hierarchical Brain Networks and Capturing Transient Meta-states for Early Mild Cognitive Impairment Diagnosis. | Mianxin Liu, Han Zhang, Feng Shi, Dinggang Shen |