Knowledge-Guided Deep Learning with Clinical EEG Biomarkers for Automated Dementia Detection and Staging
Background: Early detection of dementia is essential for timely intervention, yet existing diagnostic approaches remain costly, invasive, or dependent on specialized expertise. Electroencephalography (EEG) offers a non-invasive and accessible alternative; however, purely data-driven deep learning models may overlook cl...