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创新型单传感器鞋内压力与温度监测装置:一项动态实验室验证研究。

Innovative single-sensor, in-shoe pressure and temperature monitoring device: A dynamic laboratory validation study.

作者信息

Saliba Thorne Claire, Gatt Alfred, DeRaffaele Clifford, Bazena Abduarahman, Formosa Cynthia

机构信息

Faculty of Health Sciences, University of Malta, Malta.

Faculty of Health Sciences, University of Malta, Malta.

出版信息

Gait Posture. 2023 Feb;100:70-74. doi: 10.1016/j.gaitpost.2022.11.013. Epub 2022 Nov 28.

Abstract

BACKGROUND

Available technology to detect the 2 primary predictors of ulceration is not being used as it is deemed as costly and time-consuming. Thus, the aim of this study was to determine dynamic laboratory validation, of an innovative, single-sensor in-shoe device that can read peak pressure and temperature simultaneously.

RESEARCH QUESTION

Can an innovative, newly developed, in-shoe pressure and temperature measuring device, detect and measure the in-shoe peak plantar pressures and skin temperature of healthy participants, as accurately as the reference standard?

METHODS

Five healthy adult participants were recruited. The prototype was validated against the gold standard FScan™ in-shoe system for pressures and the Flir® T630sc thermographic camera for temperatures. Participants were asked to walk at a comfortable pace on an electric treadmill for 13 min. The prototype and the FScan in-shoe sensors™ were superimposed inside the shoe of the participant, with the prototype on top, to ensure direct contact with the area of interest. Two thermographic images were captured using the Flir® T630sc thermographic camera, before and after the walk. During the trials, the participants wore 100 % cotton socks and their own sports shoes and pressures were recorded at 50 readings a second.

RESULTS

The raw readings of pressure were passed to the regressor, which returned the estimated kPa value. Several evaluations metrics were used to evaluate the performance of the modal. The prototype gave equal results to that of the gold standard, the FScan™ in-shoe system. With regards to temperature measurements, both devices gave similar readings.

SIGNIFICANCE

This innovative single-sensor, in-shoe pressure and temperature monitoring device showed similar measurements of pressure to the FScan™ system and temperature measurements were equivalent to the Flir® T630sc thermographic camera. The authors are confident that the innovative, low cost, single-sensor, in-shoe pressure and temperature monitoring device can be used as an alternative to the costly available commercial devices that measure pressure and temperature separately to detect early signs of complications in the high-risk foot.

摘要

背景

现有的用于检测溃疡形成的两个主要预测指标的技术未得到应用,因为它被认为成本高且耗时。因此,本研究的目的是确定一种创新的单传感器鞋内装置的动态实验室验证情况,该装置能够同时读取峰值压力和温度。

研究问题

一种创新的、新开发的鞋内压力和温度测量装置,能否像参考标准一样准确地检测和测量健康参与者的鞋内足底峰值压力和皮肤温度?

方法

招募了五名健康成年参与者。该原型针对用于压力测量的金标准FScan™鞋内系统和用于温度测量的Flir®T630sc热成像相机进行了验证。要求参与者在电动跑步机上以舒适的步伐行走13分钟。将原型和FScan鞋内传感器™叠加在参与者的鞋内,原型在上方,以确保与感兴趣区域直接接触。在行走前后使用Flir®T630sc热成像相机拍摄两张热成像图像。在试验过程中,参与者穿着100%棉袜和自己的运动鞋,压力以每秒50次读数的频率记录。

结果

压力的原始读数被传递给回归器,回归器返回估计的kPa值。使用了几个评估指标来评估模型的性能。该原型给出的结果与金标准FScan™鞋内系统相同。关于温度测量,两种设备给出的读数相似。

意义

这种创新的单传感器鞋内压力和温度监测装置在压力测量方面显示出与FScan™系统相似的结果,温度测量结果与Flir®T630sc热成像相机相当。作者相信,这种创新的、低成本的单传感器鞋内压力和温度监测装置可作为昂贵的现有商业设备的替代品,这些商业设备分别测量压力和温度以检测高危足部并发症的早期迹象。

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