The new wireless EEG device Mentalab Explore is a valid and reliable system for the measurement of resting state EEG spectral features

被引:4
作者
Dirik, Hasan Batuhan [1 ]
Darendeli, Abdulkerim [2 ]
Ertan, Hayri [1 ]
机构
[1] Eskisehir Tech Univ, Fac Sport Sci, Dept Movement & Training Sci, Eskisehir, Turkiye
[2] Sivas Cumhuriyet Univ, Fac Sport Sci, Dept Phys Educ & Sport, Sivas, Turkiye
关键词
Berger effect; Eeg signal quality; Power spectral density; Wireless eeg;
D O I
10.1016/j.brainres.2022.148164
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Technological advancements in neuroscience have provided many conveniences to scientists, researchers, and consumers. The emerging electroencephalography (EEG) devices are good examples for it. The objective of this study was to investigate the validity and reliability of a new wireless EEG device Mentalab Explore for resting-state EEG (rsEEG) recordings in eyes open and eyes closed conditions. Twenty-three healthy subjects were recruited for the study. The subjects visited the laboratory on two occasions. On the first day, both devices were used to record rsEEG data, and after 24 h, only the Mentalab Explore was used to record rsEEG for test-retest reliability analysis. We compared the alpha peak frequency, suppression, and mean power between the two devices. Intraclass correlation coefficient was calculated for test-retest reliability analysis. Power spectral density (PSD) was calculated using Welch method. The PSD (eyes closed p < 0.0001; eyes open p = 0.01-0.0001), alpha peak frequency (p < 0.0001), and alpha suppression (p = 0.002-0.0001) from the two EEG devices as well as the test-retest results from the Mentalab device were significantly correlated. There were no significant differences in alpha peak frequency or suppression between the clinical-grade and the new devices for 01 and 02 channels in eyes-closed condition. The two measurements completed similar to 24 h apart using the Mentalab system were similar for all the variables. We showed that the consumer-grade Mentalab Explore with gel electrodes is a reliable and valid EEG recording device for rsEEG spectral features.
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页数:8
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共 36 条
[21]  
Marcuse L.v., 2016, ROWANS PRIMER EEG 2, DOI [10.1097/00004691-900000000-99503, DOI 10.1097/00004691-900000000-99503]
[22]   A comparative evaluation of signal quality between a research-grade and a wireless dry-electrode mobile EEG system [J].
Marini, Francesco ;
Lee, Clement ;
Wagner, Johanna ;
Makeig, Scott ;
Gola, Mateusz .
JOURNAL OF NEURAL ENGINEERING, 2019, 16 (05)
[23]   Enhanced salience of musical sounds in singers and instrumentalists [J].
Martins, Ines ;
Lima, Cesar F. ;
Pinheiro, Ana P. .
COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE, 2022, 22 (05) :1044-1062
[24]   High and dry? Comparing active dry EEG electrodes to active and passive wet electrodes [J].
Mathewson, Kyle E. ;
Harrison, Tyler J. L. ;
Kizuk, Sayeed A. D. .
PSYCHOPHYSIOLOGY, 2017, 54 (01) :74-82
[25]   EEG-based brain-computer interfaces [J].
McFarland, D. J. ;
Wolpaw, J. R. .
CURRENT OPINION IN BIOMEDICAL ENGINEERING, 2017, 4 :194-200
[26]   New vistas for α-frequency band oscillations [J].
Palva, Satu ;
Palva, J. Matias .
TRENDS IN NEUROSCIENCES, 2007, 30 (04) :150-158
[27]   Eyes-closed versus eyes-open differences in spontaneous neural dynamics during development [J].
Petro, Nathan M. ;
Ott, Lauren R. ;
Penhale, Samantha H. ;
Rempe, Maggie P. ;
Embury, Christine M. ;
Picci, Giorgia ;
Wang, Yu-Ping ;
Stephen, Julia M. ;
Calhoun, Vince D. ;
Wilson, Tony W. .
NEUROIMAGE, 2022, 258
[28]   Signal Quality Evaluation of Emerging EEG Devices [J].
Raduentz, Thea .
FRONTIERS IN PHYSIOLOGY, 2018, 9
[29]  
Rahman N.I., 2021, J ENG RES-KUWAIT, V9, DOI [10.36909/jer.v9i3B.9205, DOI 10.36909/JER.V9I3B.9205]
[30]   Conparison of Medical and Consumer Wireless EEG Systems for Use in Clinical Trials [J].
Ratti, Elena ;
Waninger, Shani ;
Berka, Chris ;
Ruffini, Giulio ;
Verma, Ajay .
FRONTIERS IN HUMAN NEUROSCIENCE, 2017, 11