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自动测量荧光素血管造影中的全视网膜循环。

Automatic measurement of global retinal circulation in fluorescein angiography.

机构信息

Hunan Univ., China.

The Second Xiangya Hospital of Central South Univ., China.

出版信息

J Biomed Opt. 2018 Jun;23(6):1-8. doi: 10.1117/1.JBO.23.6.065006.

Abstract

Examination of the retinal circulation in patients with retinal diseases is a clinical routine for ophthalmologists. In the present work, an automatic method is proposed for measuring the global retinal circulation in fluorescein angiography (FA). First, the perfusion region in FA images is segmented using a multiscale line detector. Then, the time evolution of the perfusion area is modeled using damped least-squares regression. Based on the perfusion area profile, some circulation parameters are defined to describe quantitatively the global retinal circulation. The effectiveness of the proposed method is tested using our own and public datasets, with reasonable results and satisfactory accuracy compared with manual measurement. The proposed method has good computing efficiency and thus has potential to be used in clinical practice for evaluation of global retinal circulation.

摘要

对视网膜疾病患者的视网膜循环进行检查是眼科医生的临床常规。在本工作中,提出了一种用于在荧光素血管造影(FA)中测量整体视网膜循环的自动方法。首先,使用多尺度线检测器对 FA 图像中的灌注区域进行分割。然后,使用阻尼最小二乘回归对灌注区域的时间演化进行建模。基于灌注区域轮廓,定义了一些循环参数来定量描述整体视网膜循环。使用我们自己的和公共数据集测试了所提出方法的有效性,与手动测量相比,得到了合理的结果和令人满意的准确性。所提出的方法具有良好的计算效率,因此有可能在临床实践中用于评估整体视网膜循环。

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