Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, WA, USA.
Division of Cardiology, University of Washington, Seattle, WA, USA.
Commun Biol. 2021 Mar 9;4(1):319. doi: 10.1038/s42003-021-01824-9.
Heart rhythm assessment is indispensable in diagnosis and management of many cardiac conditions and to study heart rate variability in healthy individuals. We present a proof-of-concept system for acquiring individual heart beats using smart speakers in a fully contact-free manner. Our algorithms transform the smart speaker into a short-range active sonar system and measure heart rate and inter-beat intervals (R-R intervals) for both regular and irregular rhythms. The smart speaker emits inaudible 18-22 kHz sound and receives echoes reflected from the human body that encode sub-mm displacements due to heart beats. We conducted a clinical study with both healthy participants and hospitalized cardiac patients with diverse structural and arrhythmic cardiac abnormalities including atrial fibrillation, flutter and congestive heart failure. Compared to electrocardiogram (ECG) data, our system computed R-R intervals for healthy participants with a median error of 28 ms over 12,280 heart beats and a correlation coefficient of 0.929. For hospitalized cardiac patients, the median error was 30 ms over 5639 heart beats with a correlation coefficient of 0.901. The increasing adoption of smart speakers in hospitals and homes may provide a means to realize the potential of our non-contact cardiac rhythm monitoring system for monitoring of contagious or quarantined patients, skin sensitive patients and in telemedicine settings.
心脏节律评估在许多心脏疾病的诊断和管理中不可或缺,也可用于研究健康个体的心率变异性。我们提出了一种使用智能音箱以完全非接触方式获取个体心跳的概念验证系统。我们的算法将智能音箱转换为短距离主动声纳系统,可测量规则和不规则节律的心率和心跳间隔(RR 间隔)。智能音箱发射人耳听不到的 18-22 kHz 声音,并接收从人体反射的回波,这些回波编码了由于心跳引起的亚毫米位移。我们对健康参与者和患有各种结构性和心律失常性心脏异常的住院心脏病患者(包括心房颤动、扑动和充血性心力衰竭)进行了临床研究。与心电图(ECG)数据相比,我们的系统计算健康参与者的 RR 间隔,在 12280 次心跳中,中位数误差为 28 ms,相关系数为 0.929。对于住院心脏病患者,在 5639 次心跳中,中位数误差为 30 ms,相关系数为 0.901。智能音箱在医院和家庭中的日益普及,可能为我们的非接触式心脏节律监测系统提供一种监测传染性或隔离患者、皮肤敏感患者以及远程医疗环境的潜力提供了一种实现方式。