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

In the status quo, dementia 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 detectio...

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Veröffentlicht in:	arXiv.org 2021-09
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:	Algorithms Alzheimer's disease Cognitive ability Cognitive tasks Computer Science - Learning Dementia Diagnosis Electroencephalography Feasibility studies Feature extraction Filter banks Frequency analysis Frequency domain analysis Imagery Impairment Machine learning Quantitative Biology - Neurons and Cognition Signs and symptoms Support vector machines Visual signals Visual tasks
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