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Analysis of breathing via optoelectronic systems: comparison of four methods for computing breathing volumes and thoraco-abdominal motion pattern

机译:通过光电系统进行呼吸分析:四种计算呼吸量和胸腹运动模式的方法的比较

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Breathing parameters can be measured by motion capture systems by placing photo-reflective markers on the chest wall. A computational model is mandatory to compute the breathing volume and to calculate temporal and kinematical features by the gathered markers trajectories. Despite different methods based on different geometrical approaches can be adopted to compute volumes, no information about their differences in the respiratory evaluation are available. This study investigated the performances of four methods (conventional, prism-based, convex hull with boundary condition, based on Delaunay triangulation) using an optoelectronic motion capture system, on twelve healthy participants during 30 s of breathing. Temporal trends of volume traces, tidal volume values, and breathing durations were compared between methods and spirometry (used as reference instrument). Additionally, thoraco-abdominal motion patterns were compared between methods by analysing the compartmental contributions and their variability. Results shows comparable similarities between the volume traces obtained using spirometry, prism-based and conventional methods. Prism-based and convex hull with boundary condition methods show lower bias in tidal volumes estimation up to 0.06 L, compared to the conventional and Delaunay triangulation methods. Prism-based method shows maximum differences of 30mL in the comparison of compartmental contributions to the total volume, by resulting in a maximum deviation of 1.6% in the percentage contribution analysis. In conclusion, our finding demonstrated the accuracy of the non-invasive MoCap-based breathing analysis with the prism-based method tested. Data provided in this study will lead researchers and clinicians in the computational method choice for temporal and volumetric breathing analysis.
机译:呼吸参数可以由运动捕捉系统通过将光反射标记放置在胸壁上来测量。必须使用计算模型来计算呼吸量,并通过收集的标记轨迹来计算时间和运动学特征。尽管可以采用基于不同几何方法的不同方法来计算体积,但在呼吸评估中尚无有关其差异的信息。这项研究使用光电运动捕捉系统研究了四种方法(常规的,基于棱柱的,具有边界条件的凸包,基于Delaunay三角剖分)在30 s呼吸期间对十二名健康参与者的表现。比较了方法和肺活量测定法(用作参考仪器)的体积轨迹,潮气量值和呼吸持续时间的时间趋势。此外,通过分析隔室的影响及其变异性,比较了方法之间的胸腹运动模式。结果显示,使用肺活量测定法,基于棱镜的方法和常规方法获得的体积轨迹之间具有可比的相似性。与传统方法和Delaunay三角剖分方法相比,基于边界条件方法的基于棱柱的凸包显示的潮气量估计值偏低,最高可达0.06L。基于棱镜的方法在对总体积的区室贡献比较中显示最大差异为30mL,这在百分比贡献分析中导致最大偏差为1.6%。总之,我们的发现证明了基于测试的基于棱镜的方法基于MoCap的无创呼吸分析的准确性。这项研究中提供的数据将引导研究人员和临床医生进行时空呼吸量分析的计算方法选择。

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