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Unfolded Cylindrical Projection for Rib Fracture Diagnosis

机译:肋骨骨折的未折叠圆柱投影

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The recommended exam for assessing chest trauma is a computed tomography (CT) chest scan. Using multi-planar reconstructions to evaluate a CT volume to assess the ribcage is a tedious and time-consuming task. We have designed an application that provides an automatically rendered unfolded unobstructed view of the entire ribcage using an unfolded cylindrical projection. This paper describes the underlying algorithm which has two main steps: ribcage segmentation and ribcage unfolding. The unfolding technique we developed preserves the relative size and location of the ribs and surrounding tissue, providing a natural anatomical reference for the reader. It also demonstrated usefulness to identify other musculoskeletal conditions such us scoliosis, calcified cartilage, bone tumours. To evaluate the usefulness of the application, we evaluated it on 70 representative CT chest scans. The evaluation was performed by a clinical expert who graded the specialized unfolded cylindrical projection view on a 5 point Likert scale according to the level of diagnostic confidence. Results showed that 84% of the studies were clinically useful (above grade 3). The algorithm is fully automatic and it runs in an average time of 24 s. The evaluation described in this paper gives positive initial feedback on the usefulness of the application. A recent multi-reader clinical study showed that using the specialized unfolded cylindrical projection view obtains similar diagnostic accuracy to conventional multi-planar reconstructions while reducing the reading time.
机译:推荐的评估胸部创伤的检查是计算机断层扫描(CT)胸部扫描。使用多平面重建来评估CT体积以评估胸腔是一项繁琐且耗时的任务。我们设计了一个应用程序,该应用程序使用展开的圆柱投影自动提供整个胸腔的展开的,不受阻碍的视图。本文介绍了基本算法,该算法有两个主要步骤:胸腔分割和胸腔展开。我们开发的展开技术保留了肋骨和周围组织的相对大小和位置,为读者提供了自然的解剖学参考。它也证明了识别其他肌肉骨骼疾病的有用性,例如脊柱侧弯,钙化软骨,骨肿瘤。为了评估该应用程序的有用性,我们在70个代表性的CT胸部扫描中对其进行了评估。评估是由临床专家根据诊断置信度以5点李克特量表对专业化的未展开圆柱投影视图进行分级的。结果显示84%的研究对临床有用(3年级以上)。该算法是全自动的,平均运行时间为24 s。本文中描述的评估为应用程序的实用性提供了积极的初步反馈。最近的一项多阅读器临床研究表明,使用专门的展开式圆柱投影视图可以获得与常规多平面重建类似的诊断准确性,同时减少了阅读时间。

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