用于新生儿重症监护病房心电图和心率监测的无线皮肤传感器:一项前瞻性可行性、安全性和准确性研究。
Wireless skin sensors for electrocardiogram and heart rate monitoring in the neonatal intensive care unit: a prospective feasibility, safety, and accuracy study.
作者信息
Senechal Eva, Radeschi Daniel, Lv Shasha, Jeanne Emilie, Ruiz Ana Saveedra, Tao Lydia, Dulmage Brittany, Shalish Wissam, Kearney Robert Edward, Sant'Anna Guilherme
机构信息
Experimental Medicine Department, McGill University Health Center, Montreal, QC, Canada.
Biomedical Engineering Department, McGill University, Montreal, QC, Canada.
出版信息
Front Bioeng Biotechnol. 2025 Apr 29;13:1555882. doi: 10.3389/fbioe.2025.1555882. eCollection 2025.
OBJECTIVES
Assess feasibility, safety, and accuracy of electrocardiogram (ECG) and heart rate (HR) monitoring in neonates, using a new wireless skin sensor.
METHODS
Prospective observational study in infants of any gestational age admitted in the neonatal intensive care unit. ECG/HR signals were simultaneously recorded from a standard wired and new wireless system with bedside annotations. Feasibility was evaluated as signal coverage, gap numbers/durations, and sources of gaps. Safety was appraised by changes in skin condition and pain after/upon wireless sensor removal. Accuracy was measured using bias and 95% limits of agreement, and the coefficient of determination. The ability of the wireless sensors to detect normal and abnormal HR values was evaluated using a Clark Error Grid. Additionally, user satisfaction from parents and nurses were appraised using a short questionnaire.
RESULTS
25 infants had 757 h of recorded signals over 96 days. ECG coverage was 99.9% [IQR: 99.9%-99.95%] for the wired vs 97.8% [IQR: 81.6%-99.9%; p < 0.00] for the wireless system, while HR coverage was 99.4% [IQR: 98.6%-99.9%] vs 89.7% [IQR: 75.6%-97.6%; p < 0.00]. Wireless ECG gaps were <5 s in 97% of cases, and HR gaps <30 s in 85%. All ECG gaps and 57% of HR gaps were due to Bluetooth disconnection (BD). 78% of BD in wireless HR were during kangaroo care (78%). Of 192 skin photographs (96 pairs), 98% were taken, showing increased but low skin scores post-removal, with median pain scores also low. Accuracy metrics showed strong agreement, with the Clark Error Grid indicating 97% of paired signals led to the same clinical outcome. Among 23 nurse and 18 parent responses, satisfaction with the wireless system was high.
CONCLUSION
ECG and HR monitoring using a new wireless skin sensor was feasible, safe, and accurate when compared to the wired standard. Future adjustments in the technology are needed to improve signal coverage during handling and KC and test the sensors in unstable and more immature patients. Limitations included challenges in recruiting unstable neonates, variability introduced by multiple raters completing pain assessments, and inability to apply safety metrics to the wired standard of care.
目的
使用新型无线皮肤传感器评估新生儿心电图(ECG)和心率(HR)监测的可行性、安全性和准确性。
方法
对入住新生儿重症监护病房的任何孕周婴儿进行前瞻性观察研究。通过标准有线系统和新型无线系统同时记录ECG/HR信号,并进行床边注释。从信号覆盖范围、间隙数量/持续时间和间隙来源评估可行性。通过无线传感器移除后皮肤状况的变化和疼痛评估安全性。使用偏差、95%一致性界限和决定系数测量准确性。使用克拉克误差网格评估无线传感器检测正常和异常HR值的能力。此外,通过简短问卷评估家长和护士的用户满意度。
结果
25名婴儿在96天内记录了757小时的信号。有线系统的ECG覆盖率为99.9%[四分位间距(IQR):99.9%-99.95%],而无线系统为97.8%[IQR:81.6%-99.9%;p<0.00];HR覆盖率分别为99.4%[IQR:98.6%-99.9%]和89.7%[IQR:75.6%-97.6%;p<0.00]。97%的无线ECG间隙<5秒,85%的HR间隙<30秒。所有ECG间隙和57%的HR间隙是由于蓝牙断开连接(BD)。无线HR中78%的BD发生在袋鼠式护理期间(78%)。在192张皮肤照片(96对)中,98%被拍摄,显示移除后皮肤评分增加但较低,疼痛评分中位数也较低。准确性指标显示出高度一致性,克拉克误差网格表明97%的配对信号导致相同的临床结果。在23名护士和18名家长的反馈中,对无线系统的满意度较高。
结论
与有线标准相比,使用新型无线皮肤传感器进行ECG和HR监测是可行、安全且准确的。未来需要对该技术进行调整,以改善操作和袋鼠式护理期间的信号覆盖,并在不稳定和更不成熟的患者中测试传感器。局限性包括招募不稳定新生儿的挑战、多名评估者完成疼痛评估带来的变异性,以及无法将安全指标应用于有线护理标准。