Selvaraj Nandakumar, Reddivari Hitesh
Annu Int Conf IEEE Eng Med Biol Soc. 2018 Jul;2018:1-4. doi: 10.1109/EMBC.2018.8513211.
Pulse arrival time (PAT) and pulse transit time (PTT) derived from the finger have been widely investigated for noninvasive blood pressure (BP) measurement. The study investigates the feasibility of BP measurement using a chestworn patch sensor derived systolic timing intervals and pulse timing measurements. Healthy volunteers (N=14, 38 ± 13 years) carried out a protocol including deep breathing test, sustained hand grip test and modified Valsalva test with continuous physiological measurements from a patch sensor attached on left chest and intermittent BP measurements from an automated oscillometric monitor as a reference. The efficacy of chest derived PAT and PTT for univariate BP prediction is assessed using correlation and regression slope. The cross validation performance of predicting BP using multivariate regression model with chest derived systolic timing intervals and pulse timing features were also evaluated. The results suggest that the chest derived PAT and PTT had modest correlations (-0.52 and -0.31) and regression slopes (-0.21 and -0.14) with automated oscillometric systolic and diastolic BP references, respectively. On the other hand, a multivariate regression approach for prediction of mean blood pressure (MBP) using patch sensor measurements showed a correlation of 0.72, mean error of 0.1 mmHg and RMSE error of 5.1 mmHg compared to the oscillometric MBP values. The study demonstrated the feasibility of BP measurement using a wearable chest-worn patch sensor in healthy control subjects.
从手指获取的脉搏到达时间(PAT)和脉搏传输时间(PTT)已被广泛研究用于无创血压(BP)测量。本研究探讨了使用佩戴在胸部的贴片传感器得出的收缩期时间间隔和脉搏时间测量值来测量血压的可行性。健康志愿者(N = 14,38±13岁)执行了一项方案,包括深呼吸测试、持续握力测试和改良瓦尔萨尔瓦动作测试,同时通过附着在左胸的贴片传感器进行连续生理测量,并使用自动示波监测仪进行间歇性血压测量作为参考。使用相关性和回归斜率评估胸部得出的PAT和PTT对单变量血压预测的有效性。还评估了使用具有胸部得出的收缩期时间间隔和脉搏时间特征的多元回归模型预测血压的交叉验证性能。结果表明,胸部得出的PAT和PTT与自动示波收缩压和舒张压参考值的相关性适中(分别为-0.52和-0.31),回归斜率分别为-0.21和-0.14。另一方面,与示波平均血压值相比,使用贴片传感器测量值预测平均血压(MBP)的多元回归方法显示相关性为0.72,平均误差为0.1 mmHg,均方根误差(RMSE)为5.1 mmHg。该研究证明了在健康对照受试者中使用可穿戴的胸部贴片传感器测量血压的可行性。