Validating a data-driven EEG-based dementia screening test
Filip Agatic, Jan Jug, Barbara Aljaz, Tisa Pavlovcic, Ajda Ogrin, Anita Demsar, Jurij Dreo · FENS Forum 2024
With the number of dementia patients expected to double in Europe and triple globally by 2050, particularly affecting low- and middle-income nations, there is an urgent need for reliable, cost-effective screening methods to enable early interventions. This study investigates an EEG-based dementia screening tool, comparing it to conventional cognitive screening tests for early dementia detection. The in-house developed software automatically detects and removes EEG artifacts, and employs generalized linear models to extract spectral EEG features linked to cognitive decline. Clustering and cross
ePoster · Neuroscience