Comparison between a wireless dry electrode EEG system with a conventional wired wet electrode EEG system for clinical applications

被引:149
作者
Hinrichs, Hermann [1 ,2 ,3 ,4 ,7 ]
Scholz, Michael [1 ]
Baum, Anne Katrin [1 ]
Kam, Julia W. Y. [5 ]
Knight, Robert T. [5 ,6 ]
Heinze, Hans-Jochen [1 ,2 ,3 ,4 ]
机构
[1] Otto von Guericke Univ, Dept Neurol, Leipziger Str 44, D-39120 Magdeburg, Germany
[2] Leibniz Inst Neurobiol, Dept Behav Neurol, Brenneckestr 6, D-39120 Magdeburg, Germany
[3] Otto von Guericke Univ, Ctr Behav Brain Sci, Univ Pl 2, D-39106 Magdeburg, Germany
[4] Otto von Guericke Univ, German Ctr Neurodegenerat Dis, Leipziger Str 44, D-39120 Magdeburg, Germany
[5] Univ Calif Berkeley, Helen Wills Neurosci Inst, 132 Barker Hall, Berkeley, CA 94720 USA
[6] Univ Calif Berkeley, Dept Psychol, 130 Barker Hall, Berkeley, CA 94720 USA
[7] Forsch Campus STIMULATE, Magdeburg, Germany
关键词
QUALITY; SPECTRA; P300; COST;
D O I
10.1038/s41598-020-62154-0
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Dry electrode electroencephalogram (EEG) recording combined with wireless data transmission offers an alternative tool to conventional wet electrode EEG systems. However, the question remains whether the signal quality of dry electrode recordings is comparable to wet electrode recordings in the clinical context. We recorded the resting state EEG (rsEEG), the visual evoked potentials (VEP) and the visual P300 (P3) from 16 healthy subjects (age range: 26-79 years) and 16 neurological patients who reported subjective memory impairment (age range: 50-83 years). Each subject took part in two recordings on different days, one with 19 dry electrodes and another with 19 wet electrodes. They reported their preferred EEG system. Comparisons of the rsEEG recordings were conducted qualitatively by independent visual evaluation by two neurologists blinded to the EEG system used and quantitatively by spectral analysis of the rsEEG. The P100 visual evoked potential (VEP) and P3 event-related potential (ERP) were compared in terms of latency, amplitude and pre-stimulus noise. The majority of subjects preferred the dry electrode headset. Both neurologists reported that all rsEEG traces were comparable between the wet and dry electrode headsets. Absolute Alpha and Beta power during rest did not statistically differ between the two EEG systems (p > 0.05 in all cases). However, Theta and Delta power was slightly higher with the dry electrodes (p = 0.0004 for Theta and p < 0.0001 for Delta). For ERPs, the mean latencies and amplitudes of the P100 VEP and P3 ERP showed comparable values (p > 0.10 in all cases) with a similar spatial distribution for both wet and dry electrode systems. These results suggest that the signal quality, ease of set-up and portability of the dry electrode EEG headset used in our study comply with the needs of clinical applications.
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页数:14
相关论文
共 53 条
[1]   Mobile EEG in epilepsy [J].
Askamp, Jessica ;
van Putten, Michel J. A. M. .
INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY, 2014, 91 (01) :30-35
[2]   Prefrontal modulation of visual processing in humans [J].
Barceló, F ;
Suwazono, S ;
Knight, RT .
NATURE NEUROSCIENCE, 2000, 3 (04) :399-403
[3]   EEG differences between eyes-closed and eyes-open resting conditions [J].
Barry, Robert J. ;
Clarke, Adam R. ;
Johnstone, Stuart J. ;
Magee, Christopher A. ;
Rushby, Jacqueline A. .
CLINICAL NEUROPHYSIOLOGY, 2007, 118 (12) :2765-2773
[4]  
Benjamini Y, 2001, ANN STAT, V29, P1165
[5]   ALTERATIONS OF HUMAN ELECTROENCEPHALOGRAM INDUCED BY STRESSFUL VERBAL ACTIVITY [J].
BERKHOUT, J ;
WALTER, DO ;
ADEY, WR .
ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1969, 27 (05) :457-&
[6]  
Brenner RP, 2008, J CLIN NEUROPHYSIOL, V25, P170, DOI 10.1097/WNP.0b013e318175d472
[7]   A low-power, wireless, 8-channel EEG monitoring headset [J].
Brown, Lindsay ;
van de Molengraft, Jef ;
Yazicioglu, Refat Firat ;
Torfs, Tom ;
Penders, Julien ;
Van Hoof, Chris .
2010 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2010, :4197-4200
[8]   Soft, Comfortable Polymer Dry Electrodes for High Quality ECG and EEG Recording [J].
Chen, Yun-Hsuan ;
Op de Beeck, Maaike ;
Vanderheyden, Luc ;
Carrette, Evelien ;
Mihajlovic, Vojkan ;
Vanstreels, Kris ;
Grundlehner, Bernard ;
Gadeyne, Stefanie ;
Boon, Paul ;
Van Hoof, Chris .
SENSORS, 2014, 14 (12) :23758-23780
[9]   Applying dynamic data collection to improve dry electrode system performance for a P300-based brain-computer interface [J].
Clements, J. M. ;
Sellers, E. W. ;
Ryan, D. B. ;
Caves, K. ;
Collins, L. M. ;
Throckmorton, C. S. .
JOURNAL OF NEURAL ENGINEERING, 2016, 13 (06)
[10]  
Grecco LAC, 2016, FRONT HUM NEUROSCI, V10, DOI [10.3389/fnhum.2016.00361, 10.3389/fnhum.2016.00188]