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Automatic method for quantitative automatic evaluation in dynamic renal scintilography images

机译:动态肾脏闪烁图像中定量自动评估的自动方法

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摘要

Renal insufficiency is one of the most frequent health problems in Brazil and in the world. In some cases, the renal insufficiency symptoms are not easily perceived, and the disease may evolute to a more serious stage. Nuclear medicine is a specialty for human body image acquisition based on the use of radioisotopes for the analysis of some organ functionalities. Renal scintigraphy is an image based examination used for the diagnosing of problems in renal functions. This work presents an automatic method for quantitative analysis based on renal scintigraphy. The proposed methodology is capable of segmenting regions in the image associated with kidney, background, and aorta. Based on parameters obtained from these segmented images, it is possible to compute the glomerular filtration rate, renogram and renal transit time by deconvolution. The result obtained by the methodology were compared with results of a manual analysis made by a specialist, reaching promising results to be used in a clinical use.
机译:肾功能不全是巴西和世界上最常见的健康问题之一。在某些情况下,肾功能不全的症状不容易察觉,疾病可能发展到更严重的阶段。核医学是基于使用放射性同位素分析某些器官功能的人体图像采集的专业。肾脏闪烁显像术是一种基于图像的检查,用于诊断肾功能问题。这项工作提出了一种基于肾脏闪烁显像的定量分析自动方法。所提出的方法能够分割图像中与肾脏,背景和主动脉相关的区域。基于从这些分割图像中获得的参数,可以通过反卷积计算肾小球滤过率,肾图和肾脏通过时间。通过该方法获得的结果与专家的手动分析结果进行了比较,得出了可用于临床的有希望的结果。

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