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Validation of Hexoskin Biometric Shirt at Rest, Submaximal Exercise, and Maximal Exercise

机译:在休息,次最大运动量和最大运动量下的Hexoskin生物识别衬衫的验证

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Minute ventilation (V_E) is difficult to measure in the field, but is of considerable interest as it allows researchers to estimate potential inhaled dose of air pollutants. Advances in commercially available wearable technology make it easier to measure V_E in mobile field studies, but the reliability of these systems is unknown. The Hexoskin Biometric Shirt continuously records heart rate through an ECG. Respiratory rate (RR), tidal volume (V_T), and V_E are recorded through a dual band respiratory inductance plethysmography (RIP). Additionally, the shirt contains a 3-axis accelerometer. The presence of the 3-axis accelerometer and the ECG enables three different proxy methods for estimating V_E. To validate the Hexoskin shirt, HR, RR, V_T, and V_E measurements were compared to a 'gold standard' Vmax system in a physiology laboratory at Columbia University Medical Center. Participants carried out an incremental exercise test on a stationary bicycle to validate the shirt at rest, submaximal exercise (SM), and maximal exercise (M). Bland Altman analysis suggested good significant agreement for RR and HR measurements at all levels when excluding improper recordings, and resulted in strong correlations (R= 0.84 to 0.99). Correlation of Ve measurements at maximal exercise was high (R=0.85), but lower at rest (R= 0.49). V_T and V_E measurements taken by the Hexoskin shirt at SM and M exercise had a discrepancy of less than 12%. The Hexoskin shirt is advantageous as it provides three distinct metrics for V_E. In addition to the direct measurements, V_E can be estimated by HR or actigraphy recordings when the dual band RIP sensor does not provide a reliable measure.
机译:分钟通气量(V_E)在野外很难测量,但是由于它使研究人员能够估计潜在的空气污染物吸入剂量而引起了极大的兴趣。商业可穿戴技术的进步使在移动现场研究中更容易测量V_E,但是这些系统的可靠性尚不得而知。 Hexoskin生物识别衬衫通过ECG连续记录心率。呼吸频率(RR),潮气量(V_T)和V_E通过双频呼吸感应体积描记法(RIP)记录。此外,衬衫还包含一个3轴加速度计。 3轴加速度计和ECG的存在使得可以使用三种不同的代理方法来估算V_E。为了验证Hexoskin衬衫,在哥伦比亚大学医学中心的生理实验室将HR,RR,V_T和V_E测量值与“金标准” Vmax系统进行了比较。参与者在固定自行车上进行了增量运动测试,以验证衬衫的静止,次最大运动(SM)和最大运动(M)。布兰德·奥特曼(Bland Altman)分析表明,当排除不适当的录音时,在所有水平上的RR和HR测量均具有良好的显着一致性,并导致很强的相关性(R = 0.84至0.99)。在最大运动量时,Ve测量值的相关性较高(R = 0.85),而在休息时则较低(R = 0.49)。 Hexoskin衬衫在SM和M锻炼中进行的V_T和V_E测量值的差异小于12%。 Hexoskin衬衫具有优势,因为它为V_E提供了三个不同的指标。除了直接测量之外,当双波段RIP传感器无法提供可靠的测量值时,可以通过HR或书法记录来估算V_E。

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