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使用等间距流线可视化插值的心房纤维方向。

Visualization of interpolated atrial fiber orientation using evenly-spaced streamlines.

机构信息

Université de Montréal, Département de Pharmacologie et Physiologie, Institut de Génie Biomédical, Montréal, Canada; Hôpital du Sacré-Coeur de Montréal, Centre de Recherche, Montréal, Canada.

Université de Montréal, Département de Pharmacologie et Physiologie, Institut de Génie Biomédical, Montréal, Canada; Hôpital du Sacré-Coeur de Montréal, Centre de Recherche, Montréal, Canada.

出版信息

Comput Biol Med. 2019 Aug;111:103349. doi: 10.1016/j.compbiomed.2019.103349. Epub 2019 Jul 8.

Abstract

BACKGROUND

Mathematical models of electrical propagation in the atria necessitate the specification of fiber orientation, often visualized over the epicardial and endocardial surfaces. Clear graphical representation of an orientation field over a surface remain challenging, which hinders the comparison between published models.

METHOD

A method for the placement of evenly-spaced streamlines over a triangulated surface is proposed. Streamlines tangent to an orientation field are integrated, starting from a set of seed points. Distribution of seed points can be either uniformly random or located in the vicinity of existing streamlines. Stopping conditions are designed to prevent streamlines from getting closer than a threshold referred to as the separation distance. At each iteration, the longest among candidate streamlines is kept. Streamlines are finally rendered on the surface as tubes. The outcome is assessed subjectively by visual inspection and objectively by measuring average streamline length and average lateral distance between streamlines.

RESULTS

Fiber orientation fields are conveniently created by angle-based interpolation from fiber tracts manually drawn based on literature review. The zebra-like representation of evenly-spaced streamlines enables clear identification of local fiber orientation. The results show that streamline density can be controlled since the lateral distance between streamlines is guaranteed to vary between 1 and 2 times the separation distance. Average streamline length can be increased by using more seed points, which offers a trade-off between quality and speed.

CONCLUSION

Evenly-spaced streamline visualization of fiber orientation facilitates the description and the comparison of fiber structure in computer models of the atria.

摘要

背景

心房内电传播的数学模型需要指定纤维方向,通常在心脏外膜和心内膜表面进行可视化。在表面上清晰地表示方向场仍然具有挑战性,这阻碍了已发表模型之间的比较。

方法

提出了一种在三角化表面上放置均匀间隔流线的方法。从一组种子点开始,沿方向场的流线进行积分。种子点的分布可以是均匀随机的,也可以位于现有流线附近。停止条件旨在防止流线彼此之间的距离小于称为分离距离的阈值。在每次迭代中,保留候选流线中最长的一条。最后,将流线作为管在表面上进行渲染。结果通过视觉检查进行主观评估,并通过测量平均流线长度和流线之间的平均侧向距离进行客观评估。

结果

通过基于文献综述手动绘制纤维束的基于角度的插值,可以方便地创建纤维方向场。均匀间隔流线的斑马状表示形式能够清晰地识别局部纤维方向。结果表明,可以控制流线密度,因为流线之间的侧向距离保证在分离距离的 1 到 2 倍之间变化。通过使用更多的种子点,可以增加平均流线长度,从而在质量和速度之间进行权衡。

结论

纤维方向均匀间隔流线的可视化有助于描述和比较心房计算机模型中的纤维结构。

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