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[利用红外热成像中的局部二值模式对面部麻痹进行客观评估]

[Objective assessment of facial paralysis using local binary pattern in infrared thermography].

作者信息

Liu Xulong, Hong Wenxue, Zhang Tao, Wu Zhenying

机构信息

Department of Biomedical Engineering, Institute of Electrical Engineering, Yanshan University, Qinhuangdao 066004, China.

出版信息

Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2013 Feb;30(1):34-8.

Abstract

Facial paralysis is a frequently-occurring disease, which causes the loss of the voluntary muscles on one side of the face due to the damages the facial nerve and results in an inability to close the eye and leads to dropping of the angle of the mouth. There have been few objective methods to quantitatively diagnose it and assess this disease for clinically treating the patients so far. The skin temperature distribution of a healthy human body exhibits a contralateral symmetry. Facial paralysis usually causes an alteration of the temperature distribution of body with the disease. This paper presents the use of the histogram distance of bilateral local binary pattern (LBP) in the facial infrared thermography to measure the asymmetry degree of facial temperature distribution for objective assessing the severity of facial paralysis. Using this new method, we performed a controlled trial to assess the facial nerve function of the healthy subjects and the patients with Bell's palsy respectively. The results showed that the mean sensitivity and specificity of this method are 0.86 and 0.89 respectively. The correlation coefficient between the asymmetry degree of facial temperature distribution and the severity of facial paralysis is an average of 0.657. Therefore, the histogram distance of local binary pattern in the facial infrared thermography is an efficient clinical indicator with respect to the diagnosis and assessment of facial paralysis.

摘要

面瘫是一种多发病,由于面神经受损导致一侧面部随意肌丧失功能,致使眼睛无法闭合,口角下垂。目前临床上治疗面瘫患者时,客观定量诊断和评估该疾病的方法很少。健康人体的皮肤温度分布呈现对侧对称性。面瘫通常会导致患病一侧身体温度分布发生改变。本文提出利用面部红外热成像中双边局部二值模式(LBP)的直方图距离来测量面部温度分布的不对称程度,以客观评估面瘫的严重程度。使用这种新方法,我们分别对健康受试者和贝尔面瘫患者进行了对照试验,以评估其面神经功能。结果表明,该方法的平均灵敏度和特异性分别为0.86和0.89。面部温度分布不对称程度与面瘫严重程度之间的相关系数平均为0.657。因此,面部红外热成像中局部二值模式的直方图距离是面瘫诊断和评估的有效临床指标。

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