TGSN reports 97.78% accuracy on AD/FTD classification and RMSE of 1.93 for MMSE prediction on the XY02 EEG dataset, outperforming baselines by large margins.
Comparing clinical features of behavioral variant frontotemporal dementia and Alzheimer’s disease using network analysis
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Task-guided Spatiotemporal Network with Diffusion Augmentation for EEG-based Dementia Diagnosis and MMSE Prediction
TGSN reports 97.78% accuracy on AD/FTD classification and RMSE of 1.93 for MMSE prediction on the XY02 EEG dataset, outperforming baselines by large margins.