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Automated Measurement of Skull Circumference Cranial Index and Braincase Volume from Pediatric Computed Tomography

机译:从儿科计算机断层扫描头骨围颅指数和脑壳卷的自动测量

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摘要

Normative values of pediatric skull circumference, cranial index, and braincase volume would inform multiple disciplines including neurosurgery, plastic surgery and anthropology. Semi-automated methods exist for obtaining these data but are time consuming and require expertise. We report on a new method for automated extraction of in vivo measures of pediatric crania based on x-ray computed tomography scans (CT). Data were obtained from a clinical image repository for pediatric populations in whom no pathology was noted. The automated process showed good agreement with semi-automated measures, although there was a small bias for both braincase volume and circumference. We developed an open source program to automatically extract measures of skull circumference, cranial index, and braincase volume that are likely to prove useful in multiple disciplines.
机译:小儿颅骨周长,颅骨指数和脑箱容积的规范值将为包括神经外科,整形外科和人类学在内的多个学科提供信息。存在用于获取这些数据的半自动化方法,但是这很耗时并且需要专业知识。我们报告了一种基于X射线计算机断层扫描(CT)自动提取小儿cr骨的体内指标的新方法。数据是从临床影像资料库中获得的,没有发现任何病理的儿科人群。自动化的过程与半自动化的测量结果显示出良好的一致性,尽管脑箱体积和周长都有较小的偏差。我们开发了一个开源程序来自动提取颅骨周长,颅骨指数和脑箱体积的量度,这些量度可能在多个学科中都很有用。

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