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Evaluation of rheumatoid arthritis in small animal model using Thermal imaging

机译:使用热成像评估小动物模型中的类风湿性关节炎

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Rheumatoid arthritis (RA) is a chronic autoimmune disease which affects the hand joints, wrist, feet, knee, shoulders and other regions of the body. Animal model of RA is used to evaluate the inflammatory condition and for diagnosing the disease. Although various imaging modalities like x-rays, CT and MRI are available in evaluation and diagnosing the disease, those modalities are expensive and have radiation effects. Thermal imaging plays a vital role in evaluation and monitoring the inflammation in rheumatoid arthritis Thermal imaging is a non invasive method for detecting the pathogenesis of the disease compared to other diagnostic methods. The objectives of this study were: i) to measure the changes in skin temperature of induced RA limbs when comparing to normal; ii) to find out the efficacy of an automated segmentation of induced RA limbs using the following image processing techniques: a) Robert edge detector; b) Canny edge detector; and c) Adaptive thresholding technique. 0.2ml of mixture of freunds complete adjuvant (FCA) mixed with a phosphate buffer saline at 1∶1 was injected at right side both hind- and fore- limbs of the Wistar rats (n=10), whereas normal saline was injected at left side both hind- and fore- limbs of the rats. After having induced RA in the limbs of the rats (after 30 days), thermal image of each rat was obtained under standard conditions. The measured mean temperature (°C) was found to be higher by 1.8% and 2.0% respectively at RA hind and fore limbs respectively than in the corresponding normal limbs. Adaptive thresholding method was found to be the best of method studied in segmenting the induced RA limb of the rat.
机译:类风湿性关节炎(RA)是一种慢性自身免疫疾病,影响手关节,手腕,脚,膝盖,肩部和身体的其他区域。 RA的动物模型用于评估炎症病症和诊断疾病。虽然可以评估和诊断X射线,CT和MRI等各种成像模式,但是这些模态是昂贵的并且具有辐射效应。热成像在评估中起着至关重要的作用,监测类风湿性关节炎的炎症热成像是一种与其他诊断方法相比检测疾病发病机制的非侵入方法。本研究的目的是:i)在与正常相比时测量诱导的RA肢的皮肤温度变化; ii)使用以下图像处理技术找出诱导的RA四肢自动分割的功效:a)罗伯特边缘检测器; b)罐头边缘探测器;和c)自适应阈值技术。将0.2ml与磷酸盐缓冲盐在1:1中混合的弗氏完全佐剂(FCA)的混合物在Wistar大鼠的后侧和前肢(n = 10),而在左侧注射了正常的盐水侧面都有大鼠的后肢和前肢。在大鼠的四肢(30天后)中具有诱导的Ra后,在标准条件下获得每只大鼠的热图像。发现测量的平均温度(℃)分别比在相应的正肢体中分别高出1.8%和2.0%。发现自适应阈值化方法是在分割大鼠诱导的RA肢体中研究的最佳方法。

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