Identifying ADHD-Related Abnormal Functional Connectivity with a Graph Convolutional Neural Network

Figure 1

A workflow after data preprocessing. We use differences in functional connectivity as nodal features. After classification, we visualized brain regions with a significant impact on classification outcomes. We also explored the relationship between classification features and regions associated with attention, as well as the impact of important nodes on the distribution of positively and negatively correlated connectivity.