用于非接触式生命体征监测的移动机器人平台

IF 10.5 Q1 ENGINEERING, BIOMEDICAL
Hen-Wei Huang, Jack Chen, P. Chai, Claas Ehmke, Philipp Rupp, Farah Z. Dadabhoy, Annie Feng, Canchen Li, Akhil J Thomas, Marco da Silva, Edward W. Boyer, G. Traverso
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引用次数: 11

摘要

新冠肺炎大流行加速了在医院环境中对患者进行非接触式评估的方法。通过尽量减少住院人员与可能患有新冠肺炎的个人的接触,医护人员可以防止疾病传播并保存个人防护设备。获取生命体征是一项普遍存在的任务,通常由医护人员亲自完成。为了消除在医院环境中进行生命体征测量时需要亲自接触的需求,我们开发了Dr.Spot,一种移动式四足机器人系统。该系统包括用于生命体征监测的红外和RGB摄像机,以及用于面对面医学访谈的平板电脑。Spot医生由训练有素的临床工作人员远程操作,在不摘下口罩的情况下,同时测量皮肤温度、呼吸频率和心率,同时与患者保持社交距离。为了在没有静态黑体作为参考的情况下在移动系统上实现准确、无接触的测量,我们提出了在受试者和相机之间的不同距离(最远5 m.在没有补偿的情况下,皮肤温度MAE为1.3°C。使用所提出的补偿方法,皮肤温度MAE降低到0.3°C。呼吸频率方法可以提供连续监测,MAE为1.6 BPM在30 s或MAE为2.1的快速筛查 BPM在10 s.对于心率估计,我们的系统能够实现小于8的MAE BPM在10 s在任意室内光照条件下,在2以下的任何距离测量 m。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mobile Robotic Platform for Contactless Vital Sign Monitoring
The COVID-19 pandemic has accelerated methods to facilitate contactless evaluation of patients in hospital settings. By minimizing in-person contact with individuals who may have COVID-19, healthcare workers can prevent disease transmission and conserve personal protective equipment. Obtaining vital signs is a ubiquitous task that is commonly done in person by healthcare workers. To eliminate the need for in-person contact for vital sign measurement in the hospital setting, we developed Dr. Spot, a mobile quadruped robotic system. The system includes IR and RGB cameras for vital sign monitoring and a tablet computer for face-to-face medical interviewing. Dr. Spot is teleoperated by trained clinical staff to simultaneously measure the skin temperature, respiratory rate, and heart rate while maintaining social distancing from patients and without removing their mask. To enable accurate, contactless measurements on a mobile system without a static black body as reference, we propose novel methods for skin temperature compensation and respiratory rate measurement at various distances between the subject and the cameras, up to 5 m. Without compensation, the skin temperature MAE is 1.3°C. Using the proposed compensation method, the skin temperature MAE is reduced to 0.3°C. The respiratory rate method can provide continuous monitoring with a MAE of 1.6 BPM in 30 s or rapid screening with a MAE of 2.1 BPM in 10 s. For the heart rate estimation, our system is able to achieve a MAE less than 8 BPM in 10 s measured in arbitrary indoor light conditions at any distance below 2 m.
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来源期刊
CiteScore
7.70
自引率
0.00%
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审稿时长
21 weeks
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