Svoboda Libor, Sperrhake Jan, Nisser Maria, Taphorn Luca, Proquitté Hans
Department of Pediatric and Adolescent Medicine, University Hospital Jena, Jena, Germany.
Xsight Optics GmbH, Jena, Germany.
Front Pediatr. 2024 Apr 12;12:1383120. doi: 10.3389/fped.2024.1383120. eCollection 2024.
In neonatology, the accurate determination of vital parameters plays a pivotal role in monitoring critically ill newborns and premature infants, as well as aiding in disease diagnosis. In response to the limitations associated with contact-based measurement methods, substantial efforts have been directed toward developing contactless measurement techniques, particularly over the past decade.
Building upon the insights gained from our pilot study, we realized a new investigation to assess the precision of our imaging photoplethysmography-based system within a clinical environment of the neonatal intermediate care unit. We conducted measurements in 20 preterm infants or newborns requiring therapeutic interventions. As a point of reference, we employed a conventional pulse oximeter. To analytically predict measurement artifacts, we analyzed the potential influence of confounding factors, such as motion artifacts, illumination fluctuations (under- and overexposure), and loss of region of interest prior to heart rate evaluation. This reduced the amount of data we evaluated for heart rate to 56.1% of its original volume.
In artifact-free time segments, the mean difference between the pulse oximetry and the imaging photoplethysmography-based system for 1 s sampling intervals resulted in -0.2 bpm (95% CI -0.8 to 0.4, LOA ± 12.2). For the clinical standard of 8 s averaging time, the mean difference resulted in -0.09 bpm (95% CI -0.7 to 0.6, LOA ± 10.1). These results match the medical standards.
While further research is needed to increase the range of measurable vital parameters and more diverse patient collectives need to be considered in the future, we could demonstrate very high accuracy for non-contact heart rate measurement in newborn infants in the clinical setting, provided artifacts are excluded. In particular, performing signal assessment helps make clinical measurements safer by identifying unreliable readings.
在新生儿学中,准确测定生命参数对于监测危重新生儿和早产儿以及辅助疾病诊断起着关键作用。鉴于基于接触式测量方法的局限性,过去十年间人们投入了大量精力来开发非接触式测量技术。
基于前期试点研究的经验,我们开展了一项新的研究,以评估基于成像光电容积描记法的系统在新生儿中级护理单元临床环境中的精度。我们对20名需要治疗干预的早产儿或新生儿进行了测量。作为参考,我们使用了传统脉搏血氧仪。为了分析预测测量伪影,我们分析了诸如运动伪影、光照波动(曝光不足和过度曝光)以及心率评估前感兴趣区域丢失等混杂因素的潜在影响。这使得我们用于心率评估的数据量减少至原始量的56.1%。
在无伪影时间段,对于1秒采样间隔,脉搏血氧测定法与基于成像光电容积描记法的系统之间的平均差值为 -0.2次/分钟(95%置信区间 -0.8至0.4,一致性界限±12.2)。对于8秒平均时间的临床标准,平均差值为 -0.09次/分钟(95%置信区间 -0.7至0.6,一致性界限±10.1)。这些结果符合医学标准。
虽然需要进一步研究以扩大可测量生命参数的范围,并且未来需要考虑更多样化的患者群体,但我们能够证明,在临床环境中,排除伪影的情况下,新生儿非接触式心率测量具有非常高的准确性。特别是,进行信号评估有助于通过识别不可靠读数使临床测量更安全。