Objective assessment of facial paralysis using local binary pattern in infrared thermography.
- Author:
Xulong LIU
1
;
Wenxue HONG
;
Tao ZHANG
;
Zhenying WU
Author Information
1. Department of Biomedical Engineering, Institute of Electrical Engineering, Yanshan University, Qinhuangdao 066004, China. liuxulong@ysu.edu.cn
- Publication Type:Journal Article
- MeSH:
Facial Paralysis;
diagnosis;
physiopathology;
Humans;
Infrared Rays;
Pattern Recognition, Automated;
methods;
Skin Temperature;
Thermography;
instrumentation
- From:
Journal of Biomedical Engineering
2013;30(1):34-38
- CountryChina
- Language:Chinese
-
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.
