AIBullisharXiv – CS AI · Mar 176/10
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LUMINA: Laplacian-Unifying Mechanism for Interpretable Neurodevelopmental Analysis via Quad-Stream GCN
Researchers developed LUMINA, a new Graph Convolutional Network architecture that improves AI-driven diagnosis of neurodevelopmental disorders using fMRI brain data. The system achieved 84.66% accuracy for ADHD and 88.41% for autism spectrum disorder detection by addressing traditional GCN limitations in capturing neural connection dynamics.