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Development of a time-dependent numerical model for the assessment of non-stationary pharyngoesophageal tissue vibrations after total laryngectomy

机译:建立时间依赖性数值模型评估全喉切除术后非固定咽咽食管组织振动

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摘要

Laryngeal cancer due to, e.g., extensive smoking and/or alcohol consumption can necessitate the excision of the entire larynx. After such a total laryngectomy, the voice generating structures are lost and with that the quality of life of the concerning patients is drastically reduced. However, the vibrations of the remaining tissue in the so called pharyngoesophageal (PE) segment can be applied as alternative sound generator. Tissue, scar, and geometric aspects of the PE-segment determine the postoperative substitute voice characteristic, being highly important for the future live of the patient. So far, PE-dynamics are simulated by a biomechanical model which is restricted to stationary vibrations, i.e., variations in pitch and amplitude cannot be handled. In order to investigate the dynamical range of PE-vibrations, knowledge about the temporal processes during substitute voice production is of crucial interest. Thus, time-dependent model parameters are suggested in order to quantify non-stationary PE-vibrations and drawing conclusions on the temporal characteristics of tissue stiffness, oscillating mass, pressure, and geometric distributions within the PE-segment. To adapt the numerical model to the PE-vibrations, an automatic, block-based optimization procedure is applied, comprising a combined global and local optimization approach. The suggested optimization procedure is validated with 75 synthetic data sets, simulating non-stationary oscillations of differently shaped PE-segments. The application to four high-speed recordings is shown and discussed. The correlation between model and PE-dynamics is 97 %.
机译:由于例如大量吸烟和/或饮酒导致的喉癌可能需要切除整个喉头。在这样的全喉切除术之后,发声结构消失,并且所关心的患者的生活质量大大降低。然而,在所谓的咽食管(PE)段中其余组织的振动可以用作替代的声音发生器。 PE段的组织,疤痕和几何形状决定了术后替代语音的特征,这对于患者的未来生活至关重要。到目前为止,PE动力学是通过一个生物力学模型来模拟的,该模型仅限于固定振动,即无法处理音调和振幅的变化。为了研究PE振动的动态范围,与替代声音产生过程中的时间过程有关的知识至关重要。因此,建议使用随时间变化的模型参数,以量化非平稳的PE振动,并得出关于PE段内组织刚度,振荡质量,压力和几何分布的时间特性的结论。为了使数值模型适应PE振动,应用了基于块的自动优化过程,该过程包括组合的全局和局部优化方法。建议的优化程序已通过75个综合数据集进行了验证,这些数据集可模拟不同形状的PE段的非平稳振动。显示并讨论了在四个高速记录中的应用。模型与PE动力学之间的相关性为97%。

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