A Pilot Study on Visually Stimulated Cognitive Tasks for EEG-Based Dementia Recognition

In the status quo, dementia (DEM) is yet to be cured. Precise diagnosis prior to the onset of the symptoms can prevent the rapid progression of the emerging cognitive impairment. Recent progress has shown that electroencephalography (EEG) is the promising and cost-effective test to facilitate the de...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	IEEE transactions on instrumentation and measurement 2021, Vol.70, p.1-10
Hauptverfasser:	Kongwudhikunakorn, Supavit, Kiatthaveephong, Suktipol, Thanontip, Kamonwan, Leelaarporn, Pitshaporn, Piriyajitakonkij, Maytus, Charoenpattarawut, Thananya, Autthasan, Phairot, Chaisaen, Rattanaphon, Dujada, Pathitta, Sudhawiyangkul, Thapanun, Senanarong, Vorapun, Wilaiprasitporn, Theerawit
Format:	Artikel
Sprache:	eng
Schlagworte:	Classification Cognitive ability Cognitive tasks Dementia Dementia (DEM) electroencephalograph (EEG) Electroencephalography event-related potentials (ERPs) Feature extraction filter bank common spatial pattern (FBCSP) Filter banks Image recognition Impairment Memory tasks mild cognitive impairment (MCI) power spectral density (PSD) Principal component analysis Principal components analysis relative power Signs and symptoms Statistical analysis Task analysis Visualization
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!