Core Concepts
HyperGALE improves ASD classification using hypergraph and gated attention mechanisms.
Stats
"Evaluated on the extensive ABIDE II dataset, HyperGALE not only improves interpretability but also demonstrates statistically significant enhancements in key performance metrics compared to both previous baselines and the foundational hypergraph model."
"The advancements in HyperGALE go beyond performance metrics, offering interpretative insights into ASD’s qualitative aspects through learnt hyperedges and gated attention."