首页> 外文会议>13th IEEE Conference on Signal Processing: Algorithms, Architectures, Arrangements, and Applications >Automatic estimation of the intima-media thickness of the common carotid artery
【24h】

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

机译:自动估计颈总动脉内膜中层厚度

获取原文

摘要

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:在本文中,我们提出了一种基于USG图像分析的自动估计颈总动脉内膜和中膜边界的有效方法。内膜和中膜之间的距离称为内膜中膜厚度(IMT),用于预测心血管事件,例如心肌梗塞和中风。目前,它是通过医师对USG图像进行手动分割来测量的。通过使医生从繁琐的工作中解放出来,对IMT的自动估计应能加快该过程并确保更高的可重复性。所提出的算法包括通过非线性扩散滤波对USG图像进行去噪,并通过具有适当能量函数的改进的主动轮廓法对图像进行迭代分割。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号