MREF-AD applies a mixture-of-experts architecture to regional brain imaging data from multiple modalities to achieve competitive Alzheimer's diagnosis accuracy on ADNI while supplying region- and modality-level interpretability.
Multimodal classification of alzheimer’s disease and mild cognitive impairment,
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Interpretable Alzheimer's Diagnosis via Multimodal Fusion of Regional Brain Experts
MREF-AD applies a mixture-of-experts architecture to regional brain imaging data from multiple modalities to achieve competitive Alzheimer's diagnosis accuracy on ADNI while supplying region- and modality-level interpretability.