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Suchada Tantisatirapong. Cognitive performance evaluation in early stage of dementia: a hybrid EEG/EYE movement analysis. (). King Mongkut's University of Technology North Bangkok. Central Library. : , 2023.
Cognitive performance evaluation in early stage of dementia: a hybrid EEG/EYE movement analysis
Name: Montri Phothisonothai
Organization :
Kasetsart University. Faculty of Engineering at Sriracha
Name: Natthapon Pannurat
Organization :
Kasetsart University. Faculty of Engineering at Sriracha
Name: Korawit Orkphol
Organization :
Kasetsart University. Faculty of Engineering at Sriracha
Name: Thanat Sooknuan
Organization :
Rajamangala University of Technology Isan. Faculty of Engineering and Technology
Name: Saran Kampeephat
Organization :
Rajamangala University of Technology Isan. Faculty of Engineering and Technology
Name: Suchada Tantisatirapong
Organization :
Srinakharinwirot University. Faculty of Engineering
keyword:
Electroencephalogram
LCSH:
Alzheimer's disease
-- Data processing
LCSH:
Eye tracking
LCSH:
Electroencephalography
LCSH:
Neuropsychological tests
Abstract:
The number of people around the world with a risk
of severe disease from being dementia is increasing significantly.
Especially, the elderly, those with preexisting conditions are
particularly at risk from the major factor to be changed to an
Alzheimers disease. The condition greatly affects the cognitive
functions of the body which will eventually lead to deterioration
and deformation of the body to perform regular activities. Traditional
approaches have been carried out for identifying the causal
factors underlying variations in terms of medical technologies,
e.g., the non-invasive imaging methods and noninvasive digital
biomarkers using digital signal processing.
In this paper, therefore, a noninvasive hybrid approach using
electroencephalography (EEG) neurofeedback and eye tracking
method has been proposed to identify significant features of
an early stage of dementia which later has 80% chance progression
of symptoms to Alzheimers disease. The presence of
modern imaging technologies which are expensive and not readily
available in terms of temporal resolution response, thus, our
proposed noninvasive hybrid EEG/eye tracking analysis proved
to be an effective method to classify the control group from
cognitively impaired group (or an early stage of dementia) using
generalized linear models (GLM) classifier which obtained an
average classification accuracy of 89.95%
King Mongkut's University of Technology North Bangkok. Central Library
Address:
BANGKOK
Email:
library@kmutnb.ac.th
Created:
2023
Modified:
2024-04-24
Issued:
2024-04-24
บทความ/Article
application/pdf
BibliograpyCitation :
In Institute of Electrical and Electronics Engineers. The 27th International Computer Science and Engineering Conference 2023 (ICSEC 2023) (pp.453-456). Bangkok : Institute of Electrical and Electronics Engineers
eng
©copyrights King Mongkut's University of Technology North Bangkok
RightsAccess:
ใช้เวลา
0.043486 วินาที
Montri Phothisonothai
| Title | Contributor | Type |
|---|---|---|
| Cognitive performance evaluation in early stage of dementia: a hybrid EEG/EYE movement analysis
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Montri Phothisonothai;Natthapon Pannurat;Korawit Orkphol;Thanat Sooknuan;Saran Kampeephat;Suchada Tantisatirapong | บทความ/Article |
Natthapon Pannurat
| Title | Contributor | Type |
|---|---|---|
| Cognitive performance evaluation in early stage of dementia: a hybrid EEG/EYE movement analysis
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Montri Phothisonothai;Natthapon Pannurat;Korawit Orkphol;Thanat Sooknuan;Saran Kampeephat;Suchada Tantisatirapong | บทความ/Article |
Korawit Orkphol
| Title | Contributor | Type |
|---|---|---|
| Cognitive performance evaluation in early stage of dementia: a hybrid EEG/EYE movement analysis
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Montri Phothisonothai;Natthapon Pannurat;Korawit Orkphol;Thanat Sooknuan;Saran Kampeephat;Suchada Tantisatirapong | บทความ/Article |
Thanat Sooknuan
| Title | Contributor | Type |
|---|---|---|
| Cognitive performance evaluation in early stage of dementia: a hybrid EEG/EYE movement analysis
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Montri Phothisonothai;Natthapon Pannurat;Korawit Orkphol;Thanat Sooknuan;Saran Kampeephat;Suchada Tantisatirapong | บทความ/Article | |
| Improvement impedance bandwidth of printed dipole antenna for digital television applications
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Saran Kampeephat;Witchupong Wiboonjaroen;Maitree Thamma;Paowphattra Kamphikul;Thanat Sooknuan;Thanawat Masanthia | บทความ/Article | |
| Design and implementation of graphene sheet monopole UHF 860-960 MHz RFID tag antenna for transportation and logistics
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Prach Asavanarakul;Aran Asavanarakul;Phongsuk Ampha;Suwat Sakulchart;Thanat Sooknuan;Nikorn Kaewpraek | บทความ/Article |
Saran Kampeephat
| Title | Contributor | Type |
|---|---|---|
| Cognitive performance evaluation in early stage of dementia: a hybrid EEG/EYE movement analysis
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Montri Phothisonothai;Natthapon Pannurat;Korawit Orkphol;Thanat Sooknuan;Saran Kampeephat;Suchada Tantisatirapong | บทความ/Article | |
| Improvement impedance bandwidth of printed dipole antenna for digital television applications
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Saran Kampeephat;Witchupong Wiboonjaroen;Maitree Thamma;Paowphattra Kamphikul;Thanat Sooknuan;Thanawat Masanthia | บทความ/Article |
Suchada Tantisatirapong
| Title | Contributor | Type |
|---|---|---|
| Cognitive performance evaluation in early stage of dementia: a hybrid EEG/EYE movement analysis
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Montri Phothisonothai;Natthapon Pannurat;Korawit Orkphol;Thanat Sooknuan;Saran Kampeephat;Suchada Tantisatirapong | บทความ/Article |