Non-contact assessment of obstructive sleep apnea cardiovascular biomarkers using photoplethysmography imaging

被引:3
|
作者
Amelard, Robert [1 ,2 ]
Pfisterer, Kaylen J. [1 ,2 ]
Jagani, Shubh [1 ]
Clausi, David A. [1 ]
Wong, Alexander [1 ,2 ]
机构
[1] Univ Waterloo, Dept Syst Design Engn, 200 Univ Ave W, Waterloo, ON, Canada
[2] Schlegel Univ Waterloo, Res Inst Aging, 250 Laurelwood Dr, Waterloo, ON, Canada
来源
OPTICAL DIAGNOSTICS AND SENSING XVIII: TOWARD POINT-OF-CARE DIAGNOSTICS | 2018年 / 10501卷
基金
加拿大自然科学与工程研究理事会;
关键词
Photoplethysmography imaging; remote photoplethysmography; sleep apnea; non-contact; pulse wave amplitude; PULSE-WAVE AMPLITUDE; RISK-FACTOR;
D O I
10.1117/12.2290672
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Obstructive sleep apnea (OSA) affects 20% of the adult population, and is associated with cardiovascular and cognitive morbidities. However, it is estimated that up to 80% of treatable OSA cases remain undiagnosed. Current methods for diagnosing OSA are expensive, labor-intensive, and involve uncomfortable wearable sensors. This study explored the feasibility of non-contact biophotonic assessment of OSA cardiovascular biomarkers via photoplethysmography imaging (PPGI). In particular, PPGI was used to monitor the hemodynamic response to obstructive respiratory events. Sleep apnea onset was simulated using Muller's maneuver in which breathing was obstructed by a respiratory clamp. A custom PPGI system, coded hemodynamic imaging (CHI), was positioned 1 m above the bed and illuminated the participant's head with 850 nm light, providing non-intrusive illumination for night-time monitoring. A video was recorded before, during and following an apnea event at 60 fps, yielding 17 ms temporal resolution. Per-pixel absorbance signals were extracted using a Beer-Lambert derived light transport model, and subsequently denoised. The extracted hemodynamic signal exhibited dynamic temporal modulation during and following the apnea event. In particular, the pulse wave amplitude (PWA) decreased during obstructed breathing, indicating vasoconstriction. Upon successful inhalation, the PWA gradually increased toward homeostasis following a temporal phase delay. This temporal vascular tone modulation provides insight into autonomic and vascular response, and may be used to assess sleep apnea using non-contact biophotonic imaging.
引用
收藏
页数:5
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