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Quantification of vocal fold motion using echography: application to recurrent nerve paralysis detection

机译:使用回波描记术定量声带运动:在复发性神经麻痹检测中的应用

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Recurrent nerve paralysis (RP) is one of the most frequent complications of thyroid surgery. It reduces vocal fold mobility. Nasal endoscopy, a mini-invasive procedure, is the conventional way to detect RP. We suggest a new approach based on laryngeal ultrasound and a specific data analysis was designed to help with the automated detection of RP. Ten subjects were enrolled for this feasibility study: four controls, three patients with RP and three patients without RP according to nasal endoscopy. The ultrasound protocol was based on a ten seconds B-mode acquisition in a coronal plane during normal breathing. Image processing included three steps: 1) automated detection of two consecutive closing and opening images, corresponding to extreme positions of vocal folds in the sequence of B-mode images, using principal component analysis of the image sequence; 2) positioning of three landmarks and robust tracking of these points using a multi-pyramidal refined optical flow approach; 3) estimation of quantitative parameters indicating left and right fractions of mobility, and motion symmetry. Results provided by automated image processing were compared to those obtained by an expert. Detection of extreme images was accurate; tracking of landmarks was reliable in 80% of cases. Motion symmetry indices showed similar values for controls and patients without RP. Fraction of mobility was reduced in cases of RP. Thus, our CAD system helped in the detection of RP. Laryngeal ultrasound combined with appropriate image processing helped in the diagnosis of recurrent nerve paralysis and could be proposed as a first-line method.
机译:复发性神经麻痹(RP)是甲状腺手术最常见的并发症之一。它降低了声带的活动性。鼻内窥镜检查是一种微创手术,是检测RP的常规方法。我们建议基于喉超声的新方法和特定的数据分析旨在帮助自动检测RP。根据该鼻内镜检查,招募了十名受试者进行此可行性研究:四名对照组,三名RP患者和三名无RP患者。超声协议基于在正常呼吸过程中在冠状平面内获取十秒钟的B模式。图像处理包括三个步骤:1)使用图像序列的主成分分析,自动检测两个连续的关闭和打开图像,分别对应于B模式图像序列中人声折痕的极端位置; 2)使用多金字塔精制光流方法定位三个界标,并可靠地跟踪这些点; 3)估计定量参数的估计,这些参数指示左右迁移率以及运动对称性。将自动图像处理提供的结果与专家获得的结果进行比较。极端图像的检测是准确的;在80%的情况下,对地标的跟踪是可靠的。运动对称性指数显示出与对照组和无RP患者相似的值。 RP患者的活动度降低。因此,我们的CAD系统有助于检测RP。喉超声结合适当的图像处理有助于诊断复发性神经麻痹,可以作为一线方法。

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