Quantitative measurement of post-concussion syndrome Using Electrovestibulography

被引:14
|
作者
Suleiman, Abdelbaset [1 ]
Lithgow, Brian [1 ,3 ]
Dastghieb, Zeinab [1 ]
Mansouri, Behzad [1 ,2 ]
Moussavi, Zahra [1 ]
机构
[1] Univ Manitoba, Biomed Engn Program, Winnipeg, MB, Canada
[2] Univ Manitoba, Dept Internal Med Neurol, Winnipeg, MB, Canada
[3] Monash Univ, Monash Alfred Psychiat Res Ctr, Melbourne, Vic, Australia
来源
SCIENTIFIC REPORTS | 2017年 / 7卷
关键词
TRAUMATIC BRAIN-INJURY; COMPOUND ACTION-POTENTIALS; HEAD-INJURY; NEUROVASCULAR COMPRESSION; CRANIAL NERVE; AMYLOID-BETA; EEG; RELIABILITY; SYMPTOMS; CHANNELS;
D O I
10.1038/s41598-017-15487-2
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
In this study, a noninvasive quantitative measure was used to identify short and long term post-concussion syndrome (PCS) both from each other and from healthy control populations. We used Electrovestibulography (EVestG) for detecting neurophysiological PCS consequent to a mild traumatic brain injury (mTBI) in both short-term (N = 8) and long-term (N = 30) (beyond the normal recovery period) symptomatic individuals. Peripheral, spontaneously evoked vestibuloacoustic signals incorporating - and modulated by - brainstem responses were recorded using EVestG, while individuals were stationary (no movement stimulus). Tested were 38 individuals with PCS in comparison to those of 33 age-and-gender-matched healthy controls. The extracted features were based on the shape of the averaged extracted field potentials (FPs) and their detected firing pattern. Linear discriminant analysis classification, incorporating a leave-one-out routine, resulted in (A) an unbiased 84% classification accuracy for separating healthy controls from a mix of long and short-term symptomatology PCS sufferers and (B) a 79% classification accuracy for separating between long and short-term symptomatology PCS sufferers. Comparatively, short-term symptomatology PCS was generally detected as more distal from controls. Based on the results, the EVestG recording shows promise as an assistive objective tool for detecting and monitoring individuals with PCS after normal recovery periods.
引用
收藏
页数:10
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