Timothy M. Ellmore

NeuroMoE++: Patient-Adaptive Multi-Level Multimodal Fusion With Mixture-of-Experts for Neurological Disorder Classification

2026 · IEEE Transactions on Biomedical Engineering

Early diagnosis of neurological disorders (NDs) benefits from multiple complementary signals, including anatomical MRI, diffusion imaging, functional activation, and clinical or serum biomarkers. These modalities capture distinct aspects of neurodegeneration and have motivated recent multimodal …