Original ResearchComputational Neuroscience Review
Graph neural networks predict individual cognitive scores from structural connectomes
Daniel Osei
Structural connectomes encode rich information about individual brain organisation. We train graph neural networks on diffusion-MRI-derived connectomes from 9,000 participants and show they outperform kernel baselines in predicting fluid intelligence, with attributions concentrated in fronto-parietal hubs.