Learning Hierarchical-Order Functional Connectivity Networks for Mild Cognitive Impairment Diagnosis. - Yuxiao Liu; Mianxin Liu; Yuanwang Zhang; Dinggang Shen (ISBI, 2023)

Transformer-Based Multimodal Fusion for Early Diagnosis of Alzheimer's Disease Using Structural MRI And PET. - Yuanwang Zhang; Kaicong Sun; Yuxiao Liu; Dinggang Shen (ISBI, 2023)

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 (MICCAI (8), 2023)

Vector Quantized Multi-modal Guidance for Alzheimer's Disease Diagnosis Based on Feature Imputation. - Yuanwang Zhang; Kaicong Sun; Yuxiao Liu; Zaixin Ou; Dinggang Shen (MLMI@MICCAI (1), 2023)

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 (IJCAI, 2024)

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 (MLCN@MICCAI, 2024)

A Graph-Embedded Latent Space Learning and Clustering Framework for Incomplete Multimodal Multiclass Alzheimer's Disease Diagnosis. - Zaixin Ou; Caiwen Jiang; Yuxiao Liu; Yuanwang Zhang; Zhiming Cui; Dinggang Shen (MICCAI (7), 2024)

AI-Driven Post-Earthquake Emergency Material Demand Prediction: Integrating RAG With Reasoning Large Language Model. - Song Zhang; Meng Huang; Shuai Liu; Fanxin Meng; Yingyao Xie; Xirui Ren; Yuanwang Zhang; Wenbo Shao (IEEE Access, 2025)

A Modality-Flexible Framework for Alzheimer's Disease Diagnosis Following Clinical Routine. - Yuanwang Zhang; Kaicong Sun; Yuxiao Liu; Fang Xie; Qihao Guo; Dinggang Shen (IEEE J. Biomed. Health Informatics, 2025)

Amyloid-β Deposition Prediction With Large Language Model Driven and Task-Oriented Learning of Brain Functional Networks. - Yuxiao Liu; Mianxin Liu; Yuanwang Zhang; Yihui Guan; Qihao Guo; Fang Xie; Dinggang Shen (IEEE Trans. Medical Imaging, 2025)