论文标题
基于视网膜血管分析的心电图预测设备
Device for ECG prediction based on retinal vasculature analysis
论文作者
论文摘要
心脏周期中视网膜血管几何形状的脉冲变化对诊断眼和全身血管疾病的诊断具有临床意义,包括缺血,冠心病,冠状动脉疾病,糖尿病及其并发症。因此,对心脏周期中脉动变化的分析是对眼和全身血管疾病的存在的潜在无创评估。心律影响视网膜中的这些脉动变化,这是由于在心脏周期的峰值收缩期和舒张期在一定水平的眼内压力下进入眼科血管系统的血液体积流量变化。底面图像的评估通常需要眼科专业知识。但是,专家的可用性并不总是可以保证,即使有专家可用,也可以手动执行评估。因此,还需要一种可以分析底面图像并跟踪脉动的自动设备。这样的设备可以与心电图同步,并且可以编程以评估各种眼和全身性血管疾病的存在。在这个项目中,我们提出并在一种便携式嵌入式系统设备上进行了工作,该设备自动捕获视网膜图像并分析它们以估计容器直径。该设备是手持式的,并连接到眼镜镜上作为扩展。使用该设备,可以估计容器直径的时间变化,这可以进一步用于预测ECG和存在各种其他系统性血管疾病。
Pulsatile changes in retinal vascular geometry over the cardiac cycle have clinical implications for the diagnosis of ocular and systemic vascular diseases, including ischemia, coronary heart diseases, and diabetes mellitus and its complications. Thus, analysis of the pulsatile changes over the cardiac cycle is a potential non-invasive assessment for the presence of ocular and systemic vascular diseases. The cardiac rhythm influences these pulsatile changes in the retina, is a result of the change in blood volumetric flow entering the ophthalmic-vascular system under a certain level of intraocular pressure during the peak systolic and diastolic phases of the cardiac cycle. Assessment of fundus images generally requires ophthalmologic expertise. However, the availability of an expert is not always guaranteed, and even if an expert is available, the assessment is performed manually. Thus, there is also a need for an automated device that can analyze the fundus images and keep track of the pulsations. Such a device can be synchronized with the Electrocardiogram and can be programmed to assess the presence of various ocular and systemic vascular diseases. In this project, we proposed and worked on a portable embedded system device that automatically captures retinal images and analyzes them for the estimation of vessel diameters. The device is hand-held and attaches to the ophthalmoscope as an extension. Using the device, the time variation of the vessel diameters can be estimated, which can further be used to predict ECG and the presence of various other systemic vascular diseases.