Jung Hyunjun, Kim Dongyeop, Choi Jongmin, Joo Eun Yeon
Samsung Electronics, Suwon 16677, Republic of Korea.
Department of Neurology, Ewha Womans University Seoul Hospital, Ewha Womans University College of Medicine, Seoul 07804, Republic of Korea.
Sensors (Basel). 2023 Sep 19;23(18):7976. doi: 10.3390/s23187976.
Wrist-based respiratory rate (RR) measurement during sleep faces accuracy limitations. This study aimed to assess the accuracy of the RR estimation function during sleep based on the severity of obstructive sleep apnea (OSA) using the Samsung Galaxy Watch (GW) series. These watches are equipped with accelerometers and photoplethysmography sensors for RR estimation. A total of 195 participants visiting our sleep clinic underwent overnight polysomnography while wearing the GW, and the RR estimated by the GW was compared with the reference RR obtained from the nasal thermocouple. For all participants, the root mean squared error (RMSE) of the average overnight RR and continuous RR measurements were 1.13 bpm and 1.62 bpm, respectively, showing a small bias of 0.39 bpm and 0.37 bpm, respectively. The Bland-Altman plots indicated good agreement in the RR measurements for the normal, mild, and moderate OSA groups. In participants with normal-to-moderate OSA, both average overnight RR and continuous RR measurements achieved accuracy rates exceeding 90%. However, for patients with severe OSA, these accuracy rates decreased to 79.45% and 75.8%, respectively. The study demonstrates the GW's ability to accurately estimate RR during sleep, even though accuracy may be compromised in patients with severe OSA.
睡眠期间基于手腕的呼吸频率(RR)测量存在准确性限制。本研究旨在使用三星Galaxy Watch(GW)系列,根据阻塞性睡眠呼吸暂停(OSA)的严重程度评估睡眠期间RR估计功能的准确性。这些手表配备了用于RR估计的加速度计和光电容积脉搏波描记术传感器。共有195名到我们睡眠诊所就诊的参与者在佩戴GW时接受了整夜多导睡眠监测,并将GW估计的RR与从鼻热电偶获得的参考RR进行了比较。对于所有参与者,平均整夜RR和连续RR测量的均方根误差(RMSE)分别为1.13次/分钟和1.62次/分钟,分别显示出0.39次/分钟和0.37次/分钟的小偏差。Bland-Altman图表明,正常、轻度和中度OSA组的RR测量结果具有良好的一致性。在正常至中度OSA的参与者中,平均整夜RR和连续RR测量的准确率均超过90%。然而,对于重度OSA患者,这些准确率分别降至79.45%和75.8%。该研究证明了GW在睡眠期间准确估计RR的能力,尽管重度OSA患者的准确性可能会受到影响。