论文标题

基于MR的定量测量人类软组织内部应变以预防溃疡

MR-based quantitative measurement of human soft tissue internal strains for pressure ulcer prevention

论文作者

Trebbi, Alessio, Mukhina, Ekaterina, Rohan, Pierre-Yves, Connesson, Nathanaël, Bailet, Mathieu, Perrier, Antoine, Payan, Yohan

论文摘要

压力溃疡是一种严重的疾病,影响了卧床不起的患者或长时间连接轮椅。这些伤口可以在身体特定部位的皮肤的深层中发育,主要是在高跟鞋或ac骨上,使它们在早期阶段很难检测到。应变水平已被确定为触发压力溃疡的直接危险指标。通过实施特定于主题的有限元(FE)模型,可以进行预防。但是,此类FE模型的生成和验证是一项复杂的任务,当前实施的技术仅考虑仅考虑外部位移和压力或尸体样本的部分解决方案。在本文中,我们提出了一个基于两个磁共振(MR)图像之间的3D非刚性登记的体内溶液,一个在未载的构型中,另一个在板或凹痕的情况下变形。根据图像注册的结果,计算了软组织的位移场和随后的应变图。一项广泛的研究考虑了不同的病例(在脚跟垫和ac骨区域上),以评估使用这种方法获得的结果的可重复性和准确性。实施的技术可以为多种应用提供见识。它增加了一个有用的工具,可以更好地理解脚后跟软组织中可能产生压疮的变形的传播。该方法可用于获取有关软组织材料特性的数据,以定义FE模拟的本构定律,最后提供了一种有希望的技术来验证FE模型。

Pressure ulcers are a severe disease affecting patients that are bedridden or in a wheelchair bound for long periods of time. These wounds can develop in the deep layers of the skin of specific parts of the body, mostly on heels or sacrum, making them hard to detect in their early stages. Strain levels have been identified as a direct danger indicator for triggering pressure ulcers. Prevention could be possible with the implementation of subject-specific Finite Element (FE) models. However, generation and validation of such FE models is a complex task, and the current implemented techniques offer only a partial solution of the entire problem considering only external displacements and pressures, or cadaveric samples. In this paper, we propose an in vivo solution based on the 3D non-rigid registration between two Magnetic Resonance (MR) images, one in an unloaded configuration and the other deformed by means of a plate or an indenter. From the results of the image registration, the displacement field and subsequent strain maps for the soft tissues were computed. An extensive study, considering different cases (on heel pad and sacrum regions) was performed to evaluate the reproducibility and accuracy of the results obtained with this methodology.The implemented technique can give insight for several applications. It adds a useful tool for better understanding the propagation of deformations in the heel soft tissues that could generate pressure ulcers. This methodology can be used to obtain data on the material properties of the soft tissues to define constitutive laws for FE simulations and finally it offers a promising technique for validating FE models.

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