正常和骨关节炎患者膝关节软骨的可视化和量化

M. S. Mallikarjunaswamy, M. Holi
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引用次数: 19

摘要

在人体中,膝盖是最复杂、最脆弱的关节。膝关节经常因关节而受伤和损伤。膝关节是最常受骨关节炎影响的关节之一。关节软骨是一种坚硬但光滑的涂层,覆盖在形成关节的每块骨头的末端。骨性关节炎患者的软骨会分解磨损。本研究将图像处理技术应用于膝关节核磁共振成像(MRI)。采用了直方图均衡化、阈值分割、感兴趣区域处理和Canny边缘检测等技术。该方法从股骨、胫骨和半月板上分离软骨。这是一种半自动的膝关节软骨可视化方法。对正常和OA病例进行软骨厚度量化。结果对OA进展的研究和治疗决策是有用的。
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Knee joint cartilage visualization and quantification in normal and osteoarthritis
In the human body knees are most complex and delicate joints. Knee joints are frequently injured and damaged due to articulations. The knees are among the joints most commonly affected by osteoarthritis (OA). Articular Cartilage is a hard but slippery coating on the end of each bone which forms the joint. Cartilage breaks down and wears away in OA. In this work, image processing techniques are applied on magnetic resonance images (MRI) of knee. Histogram equalization, thresholding, region of interest (ROI) processing and Canny edge detection techniques are adopted. This method segments cartilage from femur, tibia and menisci. It is semi-automatic method for visualization of knee cartilage. Quantification of cartilage thickness is carried out for normal and OA cases. The results are useful in the study of progression of OA and for therapeutic decisions.
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