A tri-view information-bottleneck model that fuses pairwise, triadic and tetradic O-information outperforms eleven baselines on four fMRI psychiatric datasets while revealing region-level synergy-redundancy patterns.
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Modeling Higher-Order Brain Interactions via a Multi-View Information Bottleneck Framework for fMRI-based Psychiatric Diagnosis
A tri-view information-bottleneck model that fuses pairwise, triadic and tetradic O-information outperforms eleven baselines on four fMRI psychiatric datasets while revealing region-level synergy-redundancy patterns.