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Regional Assessment of Facial Nerve Paralysis Using Optical Flow Method

机译:光流法对面神经麻痹进行区域评估

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摘要

The face composed of variation of facial muscles which are responsible to interact through the expressions. The facial nerve contains approximately 10,000 of fibers and any damage to these facial nerve will affects all of muscles associated with facial expressions. Thus, it is one of the most extensive destruction in peripheral nerve injuries which demanded for rapid and accurate commencement of assessment to a better treatment and rehabilitation. The traditional methods involved the subjective assessment of medical professionals which may lead to observer error and acquired different decisions on treatment method. However, an ideal and good objective assessment system is still have to rely on a standardized scale to make it more fits to clinicians' use for daily applications. In this study, a diagnosis system for the quantitative assessment of facial nerve paralysis has been proposed using optical flow method which provides the degree of precise movements based on House-Brackmann system on each regional parts of face. The system is not only provided the right-left ratio of facial movement to present the side of paralysis, but also offered the regional score for each movements which lead to total score and afforded the most important highlighted scores, which is the House-Brackmann score for each subjects. The regional scores by using the distance measurement has shown the most outstanding result, at about 98% in classifying the patients and may become a great aid to clinicians in determining the condition of patients from the offset of the paralysis.
机译:由面部肌肉变化组成的面部,负责通过表情进行交互。面神经含有大约10,000根纤维,对这些面神经的任何损害都会影响与面部表情相关的所有肌肉。因此,它是周围神经损伤中最广泛的破坏之一,需要迅速而准确地开始评估以更好地治疗和康复。传统方法涉及对医学专业人员的主观评估,这可能导致观察者错误并在治疗方法上获得不同的决定。但是,理想且良好的客观评估系统仍必须依靠标准化的规模,以使其更适合临床医生的日常应用。在这项研究中,已提出了一种使用光流方法定量评估面神经麻痹的诊断系统,该方法基于House-Brackmann系统在脸部各个部位提供精确的运动程度。该系统不仅提供面部运动的左右比率以呈现麻痹的一面,而且还提供每次运动的区域评分,从而得出总评分并提供最重要的突出评分,即House-Brackmann评分对于每个科目。通过使用距离测量获得的区域评分显示出最出色的结果,在对患者进行分类中达到了约98%,并且可能对临床医生从麻痹的偏移来确定患者的状况有很大的帮助。

著录项

  • 来源
    《Sensors》|2018年|505-514|共10页
  • 会议地点 Pahang(MY)
  • 作者单位

    Faculty of Electrical Electronics Engineering, Universiti Malaysia Pahang, 26600 Pekan, Pahang, Malaysia;

    Faculty of Electrical Electronics Engineering, Universiti Malaysia Pahang, 26600 Pekan, Pahang, Malaysia;

    Faculty of Electronics Computer Engineering, Universiti Teknikal Malaysia Melaka, Hang Tuah Jaya, 76100 Durian Tunggal, Melaka, Malaysia;

    Department of Otorhinolaryngology, Hospital Tuanku Ampuan Afzan (HTAA), Jalan Tanah Putih, 25100 Kuantan, Pahang, Malaysia;

    Faculty of Electrical Electronics Engineering, Universiti Malaysia Pahang, 26600 Pekan, Pahang, Malaysia;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Facial paralysis; Facial nerve assessment; Bell's palsy; Optical flow Kanade-Lucas-Tomasi (KLT); House-Brackmann system;

    机译:面瘫;面神经评估;贝尔麻痹;光流Kanade-Lucas-Tomasi(KLT); House-Brackmann系统;

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