Sleep Onset Detection using the Low-Cost Emotiv EPOC Neuroheadset

Author(s):  
Le Quoc Khai ◽  
Le Nu Ngoc Thuy ◽  
Tran Kien ◽  
Pham Thi Tram Anh ◽  
Nguyen Thi Diem Hang ◽  
...  
Keyword(s):  
Low Cost ◽  
Sensors ◽  
2014 ◽  
Vol 14 (10) ◽  
pp. 17915-17936 ◽  
Author(s):  
Boon-Giin Lee ◽  
Boon-Leng Lee ◽  
Wan-Young Chung

Author(s):  
Talha Zobaed ◽  
Saadaldeen Rashid Ahmed AHMED ◽  
Abu Saleh Musa Miah ◽  
Salma Masuda Binta ◽  
Mohammed Rashid Ahmed AHMED ◽  
...  

2009 ◽  
Vol 10 ◽  
pp. S20-S21
Author(s):  
M. Fabbri ◽  
F. Provini ◽  
F. Pizza ◽  
E. Magosso ◽  
A. Zaniboni ◽  
...  

Author(s):  
Zhuo Zhang ◽  
Cuntai Guan ◽  
Ti Eu Chan ◽  
Juanhong Yu ◽  
Andrew Keong Ng ◽  
...  
Keyword(s):  

2021 ◽  
Vol 3 (2) ◽  
pp. 259-273
Author(s):  
Ludivine Des Champs de Boishebert ◽  
Pierre Pradat ◽  
Hélène Bastuji ◽  
François Ricordeau ◽  
Frédéric Gormand ◽  
...  

The interpretation of the Maintenance Wakefulness Test (MWT) relies on sleep onset detection. However, microsleeps (MSs), i.e., brief periods of sleep intrusion during wakefulness, may occur before sleep onset. We assessed the prevalence of MSs during the MWT and their contribution to the diagnosis of residual sleepiness in patients treated for obstructive sleep apnea (OSA) or hypersomnia. The MWT of 98 patients (89 OSA, 82.6% male) were analyzed for MS scoring. Polysomnography parameters and clinical data were collected. The diagnostic value for detecting sleepiness (Epworth Sleepiness Scale > 10) of sleep onset latency (SOL) and of the first MS latency (MSL) was assessed by the area under the receiver operating characteristic (ROC) curve (AUC, 95% CI). At least one MS was observed in 62.2% of patients. MSL was positively correlated with SOL (r = 0.72, p < 0.0001) but not with subjective scales, clinical variables, or polysomnography parameters. The use of SOL or MSL did not influence the diagnostic performance of the MWT for subjective sleepiness assessment (AUC = 0.66 95% CI (0.56, 0.77) versus 0.63 95% CI (0.51, 0.74)). MSs are frequent during MWTs performed in patients treated for sleep disorders, even in the absence of subjective sleepiness, and may represent physiological markers of the wake-to-sleep transition.


Sign in / Sign up

Export Citation Format

Share Document