94 citations · 177 across the 12 of their papers we have counts for
12 papers
Source-Free Collaborative Domain Adaptation via Multi-Perspective Feature Enrichment for Functional MRI Analysis
Yuqi Fang, Jinjian Wu, Qianqian Wang +4
Resting-state functional MRI (rs-fMRI) is increasingly employed in multi-site research to aid neurological disorder analysis. Existing studies usually suffer from significant cross…
Preserving Specificity in Federated Graph Learning for fMRI-based Neurological Disorder Identification
Junhao Zhang, Qianqian Wang, Xiaochuan Wang +2
Resting-state functional magnetic resonance imaging (rs-fMRI) offers a non-invasive approach to examining abnormal brain connectivity associated with brain disorders. Graph neural…
Brain Anatomy Prior Modeling to Forecast Clinical Progression of Cognitive Impairment with Structural MRI
Lintao Zhang, Jinjian Wu, Lihong Wang +5
Brain structural MRI has been widely used to assess the future progression of cognitive impairment (CI). Previous learning-based studies usually suffer from the issue of small-size…
Leveraging Brain Modularity Prior for Interpretable Representation Learning of fMRI
Qianqian Wang, Wei Wang, Yuqi Fang +5
Resting-state functional magnetic resonance imaging (rs-fMRI) can reflect spontaneous neural activities in brain and is widely used for brain disorder analysis.Previous studies pro…
Hybrid Representation Learning for Cognitive Diagnosis in Late-Life Depression Over 5 Years with Structural MRI
Lintao Zhang, Lihong Wang, Minhui Yu +4
Late-life depression (LLD) is a highly prevalent mood disorder occurring in older adults and is frequently accompanied by cognitive impairment (CI). Studies have shown that LLD may…
Attention-Guided Autoencoder for Automated Progression Prediction of Subjective Cognitive Decline with Structural MRI
Hao Guan, Ling Yue, Pew-Thian Yap +3
Subjective cognitive decline (SCD) is a preclinical stage of Alzheimer's disease (AD) which occurs even before mild cognitive impairment (MCI). Progressive SCD will convert to MCI…