Claes Jomme, Buys Roselien, Avila Andrea, Finlay Dewar, Kennedy Alan, Guldenring Daniel, Budts Werner, Cornelissen Véronique
a Department of Cardiovascular Sciences , KU Leuven , Leuven , Belgium.
b Department of Rehabilitation Sciences , KU Leuven , Leuven , Belgium.
J Med Eng Technol. 2017 Aug;41(6):480-485. doi: 10.1080/03091902.2017.1333166. Epub 2017 Jul 4.
The accuracy of wrist worn heart rate monitors based on photoplethysmography (PPG) is not fully clinically accepted. Therefore, we aimed to validate heart rate measurements of a commercially available PPG heart rate monitor, i.e. the Garmin Forerunner 225. Twelve healthy volunteers (six women; mean age: 28 years) performed a treadmill protocol consisting of: five minutes sitting, five minutes standing, 10 minutes walking at 4 km/h, 10 minutes walking at a gradient of 5% and intensity of 4-6 metabolic equivalents (METs), 10 minutes walking at a gradient of 8% and intensity of seven METs or more. Walking speeds were individually determined. Walking bouts were separated by a standardised five minute rest period. Heart rate was measured as the average of the last three minutes standing and of each walking bout. A three lead patch-based electrocardiogram (ECG; Zensor) was used as criterion method. Statistical analyses included Pearson's correlation (r), paired t-tests, root mean squared error (RMSE) and Bland?Altman plots. The mean values per three minutes of every condition did not differ significantly between the Garmin Forerunner 225 and the Zensor. RMSE was 3.01 beats per minute (bpm) or 2.89%. The Bland-Altman bias was 1.57 bpm. Limits of agreement (LoA) were wide, ranging from 32.53 to 29.40 bpm. However, Pearson's r ranged from 0.650 to 0.868 suggesting moderate to strong validity. Generally, mean heart rates, r values, RMSE and the Bland-Altman bias indicated good overall agreement in this sample of healthy adults, but wide LoA are making it difficult to trust individual measurements.
基于光电容积脉搏波描记法(PPG)的腕戴式心率监测器的准确性尚未完全得到临床认可。因此,我们旨在验证一款市售PPG心率监测器——佳明Forerunner 225的心率测量结果。12名健康志愿者(6名女性;平均年龄:28岁)进行了一项跑步机运动方案,包括:5分钟坐姿、5分钟站姿、以4公里/小时的速度步行10分钟、在坡度为5%且强度为4 - 6代谢当量(METs)的条件下步行10分钟、在坡度为8%且强度为7 METs或更高的条件下步行10分钟。步行速度因人而异。步行时段之间有标准化的5分钟休息时间。心率测量为最后三分钟站立时以及每次步行时段的平均值。使用基于三导联贴片的心电图(ECG;Zensor)作为标准方法。统计分析包括Pearson相关性(r)、配对t检验、均方根误差(RMSE)和Bland - Altman图。佳明Forerunner 225和Zensor在每种情况下每三分钟的平均值之间无显著差异。RMSE为每分钟3.01次心跳(bpm)或2.89%。Bland - Altman偏差为1.57 bpm。一致性界限(LoA)较宽,范围为32.53至29.40 bpm。然而,Pearson相关性r值范围为0.650至0.868,表明具有中度至高度有效性。总体而言,平均心率、r值、RMSE和Bland - Altman偏差表明在该健康成人样本中总体一致性良好,但较宽的LoA使得难以信赖个体测量结果。