100 citations · 101 across the 4 of their papers we have counts for
5 papers · 1 filter
IC-GNN: Modeling Individualized Brain Community Organization for Disease Prediction
Yang Zhang, Xiao Zhou, Jonathan Warrell +4
Brain networks exhibit modular organization, where community structures vary substantially across individuals and diseases. Understanding these individual differences is crucial fo…
Identity-Duplication Auditing in National-Scale Neuroimaging Repositories
Jiheng Li, Michael E. Kim, Trent M. Schwartz +20
National-scale magnetic resonance imaging (MRI) repositories increasingly integrate data from different studies and institutions. However, subject identifiers assigned to study par…
From the Drosophila Visual Connectome to General-Purpose Computer Vision
Zongyu Li, Akito Yamauchi, Huaizhi Liu +4
Biological connectomes encode structured solutions to visual computation that may provide reusable inductive biases for artificial vision. We develop ConnectomeX around FlyVision,…
Brain-PACE: A Deep Siamese MRI Framework for Modelling Longitudinal Brain Acceleration
Samuel Maddox, Jacob Newman, Saber Sami +4
Brain age estimation has become a popular research proxy for assessing brain health and disease, yet longitudinal trajectories of brain ageing are still poorly defined, and clinica…
Structure-Adaptive E-Value Filter for Detecting Regional Signals in Brain Imaging
Jingcheng He, Hangjin Jiang, Wenguang Sun +1
Structural MRI provides a noninvasive view of the neuroanatomical differences associated with cognitive impairment and dementia. Using data from the Alzheimer's Disease Neuroimagin…