The Measurement of Vital Signs in Pediatric Patients by Lifelight Software in Comparison to the Standard of Care: Protocol for the VISION-Junior Observational Study.

IF 1.5 Q3 HEALTH CARE SCIENCES & SERVICES JMIR Research Protocols Pub Date : 2025-03-14 DOI:10.2196/58334
Gauri Misra, Simon Wegerif, Louise Fairlie, Melissa Kapoor, James Fok, Gemma Salt, Jay Halbert, Ian Maconochie, Niall Mullen
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Abstract

Background: Measuring vital signs (VS) is important in potentially unwell children, as a change in VS may indicate a more serious infection than is clinically apparent or herald clinical deterioration. However, currently available methods are not suitable for regular measurement of VS in the home or community setting, and adherence can be poor. The COVID-19 pandemic highlighted a need for the contactless measurement of VS by nonclinical personnel, reinforced by the growing use of telemedicine. The Lifelight app is being developed as a medical device for the contactless measurement of VS using remote photoplethysmography via the camera on smart devices. The VISION-D (Measurement of Vital Signs by Lifelight Software in Comparison to the Standard of Care-Development) and -V (Validation) studies demonstrated the accuracy of the app compared with standard of care (SOC) measurement of blood pressure, pulse rate (PR), and respiratory rate (RR) in adults, supporting certification of Lifelight as a class I Conformité Européenne medical device.

Objective: To support the development of the Lifelight app for pediatric patients, the VISION-Junior study is collecting high-quality data that will be used to develop algorithms for the measurement of VS (PR, RR, and oxygen saturation) in pediatric patients. The accuracy of the app will be assessed against SOC measurements made simultaneously with app measurements.

Methods: The study is recruiting pediatric patients (younger than 18 years of age) attending the Sunderland Royal Hospital pediatric emergency department of the South Tyneside and Sunderland National Health Service Foundation Trust. High-resolution videos of the face (and torso in children younger than 5 years of age) and audio recordings (to explore the value of crying, wheezing, coughing, and other sounds in predicting illness) are made using the Lifelight Data Collect app. VS are measured simultaneously using SOC methods (finger clip sensor for PR and oxygen saturation; manual counting of RR). Feedback from patients, parents, carers, and nurses who use Lifelight is collected via questionnaires. Anticipated recruitment is 500 participants, with subtargets for age, sex, and skin tone distribution (Fitzpatrick 6-point scale). Early data will be used to refine the algorithms. A separate dataset will be retained to test the performance of the app against predefined targets.

Results: The study started on June 12, 2023, and reached its recruitment target (n=532) in April 2024 after extending the deadline. Algorithm refinement is in progress, after which the performance of Lifelight will be compared with the SOC measurement of VS. The analyses are expected to be completed by mid-August 2024.

Conclusions: Data collected in this study will be used to develop and assess the accuracy of the app for the measurement of VS in pediatric patients of all ages.

Trial registration: ClinicalTrials.gov NCT05850013; https://clinicaltrials.gov/study/NCT05850013.

International registered report identifier (irrid): DERR1-10.2196/58334.

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使用Lifelight软件测量儿科患者生命体征与护理标准的比较:VISION-Junior观察性研究的方案。
背景:测量生命体征(VS)对潜在身体不适的儿童很重要,因为VS的变化可能预示着比临床表现更严重的感染或预示着临床恶化。然而,目前可用的方法不适合在家庭或社区环境中定期测量VS,并且依从性可能很差。2019冠状病毒病大流行凸显了非临床人员非接触式测量VS的必要性,而越来越多地使用远程医疗则加强了这一需求。Lifelight应用程序是作为一种医疗设备开发的,通过智能设备上的摄像头使用远程光电容积脉搏图来非接触式测量VS。VISION-D(使用Lifelight软件测量生命体征与护理标准的比较)和-V(验证)研究表明,与成人血压、脉搏率(PR)和呼吸率(RR)的标准护理(SOC)测量相比,该应用程序具有准确性,支持Lifelight作为I类conformit europ医疗器械的认证。目的:为了支持儿科患者Lifelight应用程序的开发,VISION-Junior研究正在收集高质量的数据,这些数据将用于开发儿科患者VS (PR、RR和氧饱和度)测量算法。应用程序的准确性将根据与应用程序测量同时进行的SOC测量进行评估。方法:本研究招募在南泰恩赛德和桑德兰国家卫生服务基金会信托的桑德兰皇家医院儿科急诊科就诊的儿科患者(年龄小于18岁)。使用Lifelight Data Collect应用程序制作面部(和5岁以下儿童的躯干)和音频记录的高分辨率视频(探索哭泣,喘息,咳嗽和其他声音在预测疾病方面的价值)。VS使用SOC方法同时测量(用于PR和氧饱和度的手指夹传感器;手动计数RR)。使用Lifelight的患者、家长、护理人员和护士的反馈是通过问卷收集的。预计招募500名参与者,根据年龄、性别和肤色分布(Fitzpatrick 6分制)制定子目标。早期的数据将用于改进算法。将保留一个单独的数据集,以根据预定义的目标测试应用程序的性能。结果:研究于2023年6月12日开始,经延长截止日期,于2024年4月达到招募目标(n=532)。算法改进正在进行中,之后将把Lifelight的性能与vs的SOC测量结果进行比较,分析预计将于2024年8月中旬完成。结论:本研究收集的数据将用于开发和评估应用程序的准确性,用于测量所有年龄段的儿科患者的VS。试验注册:ClinicalTrials.gov NCT05850013;https://clinicaltrials.gov/study/NCT05850013.International注册报告标识符(irrid): DERR1-10.2196/58334。
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2.40
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5.90%
发文量
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审稿时长
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