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高血压性视网膜病变预防诊断的支持系统。

Support system for the preventive diagnosis of hypertensive retinopathy.

作者信息

Ortíz Daniel, Cubides Mauricio, Suárez Andrés, Zequera Martha, Quiroga Julián, Gómez Jorge, Arroyo Nubia

机构信息

Pontificia Univ. Javeriana, Colombia.

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2010;2010:5649-52. doi: 10.1109/IEMBS.2010.5628047.

Abstract

The changes in diameter of retinal vessels are an important sign of diseases such as hypertension, arteriosclerosis and diabetes. Obtaining precise measurements of vascular widths is a critical and demanding process in automated retinal image analysis. This paper presents the development of a prototype for measuring the vessel diameters to calculate the arteriovenous ratio (AVR) by using different techniques including Gabor wavelet, gradients, morphological operations and Niblack. The diameter measurement is based on the image skeleton and the perpendicular segment of the vessel. An executable tool is developed using MATLAB and the results are evaluated.

摘要

视网膜血管直径的变化是高血压、动脉硬化和糖尿病等疾病的重要体征。在自动视网膜图像分析中,获取血管宽度的精确测量值是一个关键且具有挑战性的过程。本文介绍了一种通过使用包括伽柏小波、梯度、形态学运算和尼布莱克算法等不同技术来测量血管直径以计算动静脉比(AVR)的原型开发。直径测量基于图像骨架和血管的垂直段。使用MATLAB开发了一个可执行工具并对结果进行了评估。

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