To feed the scalable frequency network with frequency split image features, we proposed an image-graph ring feature mapping strategy. To train our network with per-vertex supervision, we use a ...

To comprehensively analyze four-dimensional (4D) fMRI data, we propose the Spatiotemporal Frequency Graph Neural Network (STFreqGNN), which processes dynamic heterogeneous graphs across spatial, ...