Gibson Kim, Al-Naji Ali, Fleet Julie-Anne, Steen Mary, Chahl Javaan, Huynh Jasmine, Morris Scott
School of Nursing and Midwifery, University of South Australia, Adelaide, Australia.
Electrical Engineering Technical College, Middle Technical University, Baghdad, Iraq.
JMIR Res Protoc. 2019 Aug 29;8(8):e13400. doi: 10.2196/13400.
Biomedical research in the application of noncontact methods to measure heart rate (HR) and respiratory rate (RR) in the neonatal population has produced mixed results. This paper describes and discusses a protocol for conducting a method comparison study, which aims to determine the accuracy of a proposed noncontact computer vision system to detect HR and RR relative to the HR and RR obtained by 3-lead electrocardiogram (ECG) in preterm infants in the neonatal unit.
The aim of this preliminary study is to determine the accuracy of a proposed noncontact computer vision system to detect HR and RR relative to the HR and RR obtained by 3-lead ECG in preterm infants in the neonatal unit.
A single-center cross-sectional study was planned to be conducted in the neonatal unit at Flinders Medical Centre, South Australia, in May 2018. A total of 10 neonates and their ECG monitors will be filmed concurrently for 10 min using digital cameras. Advanced image processing techniques are to be applied later to determine their physiological data at 3 intervals. These data will then be compared with the ECG readings at the same points in time.
Study enrolment began in May 2018. Results of this study were published in July 2019.
The study will analyze the data obtained by the noncontact system in comparison to data obtained by ECG, identify factors that may influence data extraction and accuracy when filming infants, and provide recommendations for how this noncontact system may be implemented into clinical applications.
INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR1-10.2196/13400.
生物医学研究中,在新生儿群体中应用非接触式方法测量心率(HR)和呼吸频率(RR)的结果喜忧参半。本文描述并讨论了一项方法比较研究的方案,该研究旨在确定一种拟议的非接触式计算机视觉系统检测HR和RR的准确性,相对于新生儿重症监护病房中早产儿通过三导联心电图(ECG)获得的HR和RR。
这项初步研究的目的是确定一种拟议的非接触式计算机视觉系统检测HR和RR的准确性,相对于新生儿重症监护病房中早产儿通过三导联心电图获得的HR和RR。
计划于2018年5月在南澳大利亚弗林德斯医疗中心的新生儿重症监护病房进行一项单中心横断面研究。使用数码相机同时对10名新生儿及其心电图监测仪进行10分钟的拍摄。随后将应用先进的图像处理技术,以三个时间间隔确定他们的生理数据。然后将这些数据与同一时间点的心电图读数进行比较。
研究于2018年5月开始招募。该研究结果于2019年7月发表。
该研究将分析非接触式系统获得的数据,并与心电图获得的数据进行比较,识别拍摄婴儿时可能影响数据提取和准确性的因素,并就如何将这种非接触式系统应用于临床提供建议。
国际注册报告识别码(IRRID):RR1-10.2196/13400。