McKenna Victoria S, Huber Jessica E
Department of Speech, Language, & Hearing Sciences, Purdue University, West Lafayette, IN.
J Speech Lang Hear Res. 2019 Aug 15;62(8):2632-2644. doi: 10.1044/2019_JSLHR-S-18-0478. Epub 2019 Jul 22.
Purpose This study evaluated the accuracy of respiratory calibration methods for estimating lung volume during speech breathing. Method Respiratory kinematic data were acquired via inductance plethysmography in 32 young adults, 22 older adults, and 13 older adults with Parkinson's disease (PD). Raw rib cage (RC) and abdomen (AB) signals (V) were calibrated to liters using 4 correction methods: (a) isovolume maneuvers, (b) a constant 2:1 RC-to-AB ratio, (c) least squares method with RC correction only (LsqRC), and (d) least squares method with both RC and AB corrections (LsqRC/AB). Mean percent error, the absolute difference between estimated and actual lung volumes then normalized to each speaker's vital capacity, was calculated for each method. Results For young adults, the LsqRC/AB method significantly reduced mean percent error compared to all other methods. Although LsqRC/AB also resulted in smaller errors for older adults and adults with PD, LsqRC/AB and LsqRC were not significantly different from one another in these groups. Conclusion The LsqRC/AB method reduces errors across all cohorts, but older adults and adults with PD also have reduced errors when using LsqRC. Further research should investigate both least squares methods across larger age and disease severity ranges.
目的 本研究评估了语音呼吸过程中用于估计肺容积的呼吸校准方法的准确性。方法 通过电感体积描记法采集了32名年轻成年人、22名老年人和13名帕金森病(PD)老年人的呼吸运动学数据。使用4种校正方法将原始胸廓(RC)和腹部(AB)信号(V)校准为升:(a)等容动作,(b)恒定的2:1 RC与AB比值,(c)仅对RC进行校正的最小二乘法(LsqRC),以及(d)对RC和AB均进行校正的最小二乘法(LsqRC/AB)。计算每种方法的平均百分比误差,即估计肺容积与实际肺容积之间的绝对差值,然后将其归一化为每个受试者的肺活量。结果 对于年轻成年人,与所有其他方法相比,LsqRC/AB方法显著降低了平均百分比误差。虽然LsqRC/AB方法在老年人和PD患者中也产生较小的误差,但在这些组中,LsqRC/AB与LsqRC之间没有显著差异。结论 LsqRC/AB方法在所有队列中均能减少误差,但老年人和PD患者使用LsqRC时误差也有所减少。进一步的研究应在更大的年龄和疾病严重程度范围内研究这两种最小二乘法。