Assessment of similarity rates of liver images using geometric transformations

T. Palabas, O. Osman, T. Ergin, U. Teomete, Özgür Dandin, N. Aydin
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Abstract

In this study, similarity rates of the liver images are determined using 3D geometric transformation methods and numerical comparisons are made. Three geometric transformation methods scaling, rotating, and translating are consecutively applied to 10 intact liver images which are drawn by the radiologists. Atlases of liver images are generated, Dice coefficients are calculated according to the specified atlases and are assessed for various cases. This study is presented as a step to prepare atlas database for segmentation of the injured liver.
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利用几何变换评估肝脏图像的相似率
本研究采用三维几何变换方法确定肝脏图像的相似率,并进行数值比较。对放射科医师绘制的10张完整肝脏图像连续应用缩放、旋转、平移三种几何变换方法。生成肝脏图像的地图集,根据指定的地图集计算Dice系数,并对各种情况进行评估。本研究是为建立损伤肝脏分割图谱数据库的一个步骤。
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