Department of Electronics and Computer Engineering, Hanyang University, Seoul, Republic of Korea.
Division of Cardiology, Department of Internal Medicine, Hanyang University College of Medicine, Seoul, Republic of Korea.
PLoS One. 2020 Dec 28;15(12):e0243939. doi: 10.1371/journal.pone.0243939. eCollection 2020.
Current cardiorespiratory monitoring equipment can cause injuries and infections in neonates with fragile skin. Impulse-radio ultra-wideband (IR-UWB) radar was recently demonstrated to be an effective contactless vital sign monitor in adults. The purpose of this study was to assess heart rates (HRs) and respiratory rates (RRs) in the neonatal intensive care unit (NICU) using IR-UWB radar and to evaluate its accuracy and reliability compared to conventional electrocardiography (ECG)/impedance pneumography (IPG).
The HR and RR were recorded in 34 neonates between 3 and 72 days of age during minimal movement (51 measurements in total) using IR-UWB radar (HRRd, RRRd) and ECG/IPG (HRECG, RRIPG) simultaneously. The radar signals were processed in real time using algorithms for neonates. Radar and ECG/IPG measurements were compared using concordance correlation coefficients (CCCs) and Bland-Altman plots.
From the 34 neonates, 12,530 HR samples and 3,504 RR samples were measured. Both the HR and RR measured using the two methods were highly concordant when the neonates had minimal movements (CCC = 0.95 between the RRRd and RRIPG, CCC = 0.97 between the HRRd and HRECG). In the Bland-Altman plot, the mean biases were 0.17 breaths/min (95% limit of agreement [LOA] -7.0-7.3) between the RRRd and RRIPG and -0.23 bpm (95% LOA -5.3-4.8) between the HRRd and HRECG. Moreover, the agreement for the HR and RR measurements between the two modalities was consistently high regardless of neonate weight.
A cardiorespiratory monitor using IR-UWB radar may provide accurate non-contact HR and RR estimates without wires and electrodes for neonates in the NICU.
目前的心肺监测设备可能会对皮肤脆弱的新生儿造成伤害和感染。最近的研究表明,脉冲无线电超宽带(IR-UWB)雷达在成人中是一种有效的非接触式生命体征监测器。本研究旨在使用 IR-UWB 雷达评估新生儿重症监护病房(NICU)中的心率(HR)和呼吸频率(RR),并评估与传统心电图(ECG)/阻抗呼吸描记法(IPG)相比的准确性和可靠性。
在最小运动期间(总共 51 次测量),使用 IR-UWB 雷达(HRRd、RRRd)和 ECG/IPG(HRECG、RRIPG)同时记录 34 名 3 至 72 天龄的新生儿的 HR 和 RR(HRd、RRd)。使用针对新生儿的算法实时处理雷达信号。使用一致性相关系数(CCC)和 Bland-Altman 图比较雷达和 ECG/IPG 测量值。
从 34 名新生儿中,测量了 12530 个 HR 样本和 3504 个 RR 样本。当新生儿处于最小运动状态时,两种方法测量的 HR 和 RR 高度一致(RRRd 与 RRIPG 之间的 CCC = 0.95,HRRd 与 HRECG 之间的 CCC = 0.97)。在 Bland-Altman 图中,RRRd 与 RRIPG 之间的平均偏差为 0.17 次/分钟(95% 一致性界限[LOA] -7.0-7.3),HRRd 与 HRECG 之间的平均偏差为 -0.23 bpm(95% LOA -5.3-4.8)。此外,无论新生儿体重如何,两种模式的 HR 和 RR 测量值之间的一致性都很高。
使用 IR-UWB 雷达的心肺监测器可为 NICU 中的新生儿提供准确的无接触式 HR 和 RR 估计,无需电线和电极。