James S. Duncan

This paper introduces BrainGNN, a graph neural network for fMRI analysis that identifies salient brain regions and outperforms existing methods in ASD and HCP datasets.

This paper develops an Edge-weighted Graph Attention Network to classify Bipolar Disorder from healthy controls using structural and functional brain data, achieving improved accuracy and F1-score.