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Automatic estimation of the intima-media thickness of the common carotid artery

机译:常见颈动脉内膜介质厚度的自动估计

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In this paper we propose efficient method for automatic estimation of intima and media boundary of common carotid artery (CCA) based on USG image analysis. The distance between intima and media is called intima-media thickness (IMT) and is used to predict cardiovascular events like myocardial infarction and stroke. At present, it is measured by manual segmentation of USG image by physician. Automatic estimation of IMT by freeing physician from this tedious work should speed the process and assure higher reproducibility. The proposed algorithm involves USG image denoising by nonlinear diffusion filtering and iterative image segmentation by modified active contour method with suitable energy function.
机译:本文基于USG图像分析,提出了高效的方法,用于自动估计常见颈动脉(CCA)的内膜和介质边界。 内部和介质之间的距离称为内部介质厚度(IMT),用于预测心肌梗死等心血管事件。 目前,它是由医生手动分割USG图像的测量。 通过从这个繁琐的工作中释放医生自动估计IMT应该加速过程并确保更高的再现性。 所提出的算法涉及通过具有合适的能量函数的修改的主动轮廓方法通过非线性扩散滤波和迭代图像分割的USG图像去噪。

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