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A photoplethysmography smartphone-based method for heart rate variability assessment: device model and breathing influences

机译:基于光体积描记器智能手机的心率变异性评估方法:设备模型和呼吸影响

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摘要

A measurement method of heart rate and heart rate variability (HRV) based on smartphone has been developed and validated. The method is based on photoplethysmography (PPG) acquired with the smartphone camera (SPPG). SPPG was compared with the electrocardiogram (ECG), used as the gold standard, and with an external PPG sensor. Twenty-three healthy subjects were measured using two different smartphone models in three different breathing conditions. The error of the first differentiation between SPPG and ECG series is minimized with the fiducial point at maximum first derivative of the SPPG. The obtained standard deviation of error (SDE) between SPPG and ECG is around 5.4 ms and it is similar to SDE between PPG and ECG. Good agreement between SPPG and ECG for NN, SDNN and RMSSD have been found but it is insufficient agreement for LF/HF. Similar levels of agreement for SPPG-ECG and PPG-ECG have been obtained for the HRV indices. Finally, the differences between smartphone models for HRV indices are slight. Therefore, the smartphone can be used for measuring accurately the following HRV indices: NN, SDNN and RMSSD. (C) 2019 Elsevier Ltd. All rights reserved.
机译:已经开发并验证了基于智能手机的心率和心率变异性(HRV)测量方法。该方法基于通过智能手机相机(SPPG)获取的光电容积描记术(PPG)。将SPPG与用作黄金标准的心电图(ECG)以及外部PPG传感器进行了比较。使用两种不同的智能手机型号在三种不同的呼吸条件下对二十三名健康受试者进行了测量。在SPPG的最大一阶导数处的基准点使SPPG和ECG系列之间的一阶微分误差最小。 SPPG和ECG之间获得的标准误差(SDE)为5.4毫秒左右,类似于PPG和ECG之间的SDE。已经发现SPPG和ECG之间对于NN,SDNN和RMSSD达成了良好的协议,但是对于LF / HF协议还不够。对于HRV指数,SPPG-ECG和PPG-ECG的协议水平相似。最后,HRV指数的智能手机型号之间的差异很小。因此,智能手机可用于精确测量以下HRV指数:NN,SDNN和RMSSD。 (C)2019 Elsevier Ltd.保留所有权利。

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