Suppr超能文献

使用切线圆半径估计法计算近红外前臂血管宽度

Near-Infrared Forearm Vascular Width Calculation Using Radius Estimation of Tangent Circle.

作者信息

Ji Qianru, Liu Haoting, Tian Zhen, Wang Song, Li Qing, Yi Dewei

机构信息

Beijing Engineering Research Center of Industrial Spectrum Imaging, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing 100083, China.

Department of Nephrology, Peking University Third Hospital, Beijing 100191, China.

出版信息

Bioengineering (Basel). 2024 Aug 7;11(8):801. doi: 10.3390/bioengineering11080801.

Abstract

In response to the analysis of the functional status of forearm blood vessels, this paper fully considers the orientation of the vascular skeleton and the geometric characteristics of blood vessels and proposes a blood vessel width calculation algorithm based on the radius estimation of the tangent circle (RETC) in forearm near-infrared images. First, the initial infrared image obtained by the infrared camera is preprocessed by image cropping, contrast stretching, denoising, enhancement, and initial segmentation. Second, the Zhang-Suen refinement algorithm is used to extract the vascular skeleton. Third, the Canny edge detection method is used to perform vascular edge detection. Finally, a RETC algorithm is developed to calculate the vessel width. This paper evaluates the accuracy of the proposed RETC algorithm, and experimental results show that the mean absolute error between the vessel width obtained by our algorithm and the reference vessel width is as low as 0.36, with a variance of only 0.10, which can be significantly reduced compared to traditional calculation measurements.

摘要

针对前臂血管功能状态分析,本文充分考虑血管骨架的方向和血管的几何特征,提出了一种基于前臂近红外图像切线圆半径估计(RETC)的血管宽度计算算法。首先,对红外相机获取的初始红外图像进行图像裁剪、对比度拉伸、去噪、增强和初始分割等预处理。其次,采用Zhang-Suen细化算法提取血管骨架。第三,使用Canny边缘检测方法进行血管边缘检测。最后,开发了一种RETC算法来计算血管宽度。本文评估了所提出的RETC算法的准确性,实验结果表明,我们算法得到的血管宽度与参考血管宽度之间的平均绝对误差低至0.36,方差仅为0.10,与传统计算测量相比可显著降低。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验