全自动分割肾,皮质和髓质

Gokalp Tulum, N. T. Artug, O. Osman, V. Yılmaz, T. Ergin, Ferhat Cüce, Özgür Dandin, A. Kisaoglu, I. Demiryilmaz, M. Yaprak, B. Aydinli
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引用次数: 0

摘要

据推测,皮质和髓质的体积与移植后肾脏的恢复有关。在这项工作中,提出了一种全自动分割和体积计算方法来确定肾脏体积。5位捐赠者的10个肾脏被用作数据集。将该系统的输出体积与金标准进行比较,得到的体积错误率为:肾总体积% 3.97±0.02,皮质体积% 8.71±0.06,髓质体积% 20.13±0.02。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fully Automated Segmentation of Renal, Cortex and Medulla
It is assume that volumes of cortex and medulla are related with recovery of the kidney after transplantation. In this work, a fully automated segmentation and volume calculation method is proposed for determining renal volumes. 10 kidneys of 5 donors are used as a dataset. When the output volumes of the proposed system were compared to the golden standarts, Volume error rates are obtained as %3,97±0,02for total renal volume, %8,71±0,06 for cortex volume and %20,13±0,2 for medulla volume.
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