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Computerized interpretation of solitary pulmonary nodules

机译:肺部孤立结节的计算机化解释

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Abstract: In physicians' interpretation, morphologic characteristics of pulmonary nodules are not only important signs for the discrimination, but also important features for the diagnosis with a reasonable degree of confidence. This paper describes about the computerized interpretation system which is developed to analyze the relation between the measuring values and the morphologic characteristics, and to make clear the logic of physicians' diagnosis. We think that the four basic morphologic characteristics of the discriminative diagnosis between benign and malignant nodules exist which are: (1) the density; (2) the homogeneity; (3) the definition; and (4) the convergence. To obtain each grade of the parameters, we developed an interpretation system. On the other hand, to obtain digital feature values, we used our computer aided diagnosis system. Interpretation experiments were performed by using 15 benign and 19 malignant cases of chest x-ray CT images. As the result of a statistical analysis, some digital features have the significant differences between benign and malignant nodules, and the morphological characteristics have also differences. Therefore the computerized system is feasible to help physicians' interpretation to distinct between malignant and benign nodules by showing digital feature values as some references. !5
机译:摘要:在医生的解释中,肺结结的形态学特征不仅是歧视的重要迹象,而且具有合理的信心的诊断的重要特征。本文介绍了由开发的计算机化解释系统,以分析测量值与形态特征之间的关系,并清楚地清除医生诊断的逻辑。我们认为存在良性和恶性结节之间的鉴别诊断的四个基本形态特征,如下:(1)密度; (2)均匀性; (3)定义; (4)收敛。为了获得每个等级的参数,我们开发了一个解释系统。另一方面,要获得数字特征值,我们使用了计算机辅助诊断系统。通过使用15良性和19个胸部X射线CT图像进行解释实验。由于统计分析的结果,一些数字特征具有良性和恶性结节之间具有显着差异,并且形态特征也具有差异。因此,通过将数字特征值显示为某些引用,计算机化系统可以帮助医生对恶性和良性结节之间的不同之处不可行的解释。 !5

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