DynFS-MoE: Dynamic Functional-Structural Mixture-of-Experts for Post-Traumatic Epilepsy Diagnosis
DynFS-MoE is a dynamic framework that combines brain structure (dMRI) and function (fMRI) data to diagnose Post-Traumatic Epilepsy (PTE). It uses a Mixture-of-Experts model that learns specialized representations for different brain interactions. This method outperforms static fusion models, offering better accuracy and revealing which specific brain regions are important for diagnosis.