Title | ||
---|---|---|
Wakefulness evaluation during sleep for healthy subjects and OSA patients using a patch-type device. |
Abstract | ||
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•Patch-type device used to collect ECG and 3-axis accelerometer signals.•Six separate methods developed to detect different types of wakefulness.•Results for wakefulness-associated information compared well with PSG results.•Proposed algorithm strongly outperforms conventional classifiers.•Proposed algorithm could be combined with algorithms for REM and SWS detection. |
Year | DOI | Venue |
---|---|---|
2018 | 10.1016/j.cmpb.2017.12.010 | Computer Methods and Programs in Biomedicine |
Keywords | Field | DocType |
Accelerometer,Autonomic nervous activity,Electrocardiogram,Obstructive sleep apnea,Sleep monitoring,Wakefulness detection | Obstructive sleep apnea,Respiratory disturbance index,Sleep onset,Ambulatory,Computer science,Wakefulness,Sleep onset latency,Sleep disorder,Audiology,Statistics,Polysomnography | Journal |
Volume | ISSN | Citations |
155 | 0169-2607 | 0 |
PageRank | References | Authors |
0.34 | 2 | 7 |
Name | Order | Citations | PageRank |
---|---|---|---|
Hee Nam Yoon | 1 | 29 | 5.47 |
Su Hwan Hwang | 2 | 11 | 2.96 |
Sangho Choi | 3 | 3 | 1.46 |
Jaewon Choi | 4 | 92 | 11.74 |
Yu-Jin G Lee | 5 | 17 | 3.96 |
Do-Un Jeong | 6 | 121 | 23.79 |
Kwang Suk Park | 7 | 266 | 46.43 |