BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis
Xiaoxiao Li, Yuan Zhou, Nicha C. Dvornek, Muhan Zhang, Siyuan Gao, Juntang Zhuang, Dustin Scheinost, Lawrence H. Staib, Pamela E. Ventola, 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.
Medical Image Analysis · Sep 12, 2021Peer-reviewedNeuroscience