Analysis of material parameter uncertainty propagation in preoperative flap suture simulation.

IF 1.7 4区 医学 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Xiaogang Ji, Huabin Li, Hao Gong, Guangquan Wen, Rong Sun
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引用次数: 0

Abstract

Skin flap transplantation is the most commonly used method to repair tissue defect and cover the wound. In clinic, finite element method is often used to design the pre-operation scheme of flap suture. However, the material parameters of skin flap are uncertain due to experimental errors and differences in body parts. How to consider the influence of material parameter uncertainty on the mechanical response of flap suture in the finite element modeling is an urgent problem to be solved at present. Therefore, the influence of material parameter uncertainty propagation in skin flap suture simulation was studied, Firstly, the geometric model of clinical patient's hand wound was constructed by using reverse modeling technology, the patient's three-dimensional wound was unfolded into a flat surface by using curved surface expansion method, yielding a preliminary design contour for the patient's transplant flap. Based on the acquired patient wound geometry model, the finite element model of flap suture with different fiber orientations and different sizes was constructed in Abaqus, and the uncertainty propagation analysis method based on Monte Carlo simulation combined with surrogate model technology was further used to analyze the stress response of flap suture considering the uncertainty of material parameters. Results showed that the overall stress value was relatively lower when the average fiber orientation was 45°. which could be used as the optimal direction for the flap excision. when the preliminary design contour of the flap was scaled down within 90%, the stress value after flap suturing remained within a safe range.

术前皮瓣缝合模拟中材料参数不确定性传播的分析。
皮瓣移植是修复组织缺损和覆盖伤口最常用的方法。临床上常用有限元法设计皮瓣缝合术前方案。然而,由于实验误差和身体部位的差异,皮瓣的材料参数是不确定的。在有限元建模中,如何考虑材料参数的不确定性对皮瓣缝合线力学响应的影响,是目前亟待解决的问题。因此,研究了皮瓣缝合模拟中材料参数不确定性传播的影响。首先,利用逆向建模技术构建了临床患者手部伤口的几何模型,采用曲面展开法将患者的三维伤口展开为平面,从而产生用于患者的移植皮瓣的初步设计轮廓。在获得患者伤口几何模型的基础上,在Abaqus建立了不同纤维方向、不同尺寸皮瓣缝合线的有限元模型,并进一步采用基于蒙特卡罗模拟的不确定性传播分析方法,结合代理模型技术,分析了考虑材料参数不确定性的皮瓣缝合线应力响应。结果表明,当纤维平均取向为45°时,整体应力值相对较低。可作为皮瓣切除的最佳方向。当皮瓣的初步设计轮廓缩小到90%以内时,皮瓣缝合后的应力值保持在安全范围内。
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来源期刊
CiteScore
4.10
自引率
6.20%
发文量
179
审稿时长
4-8 weeks
期刊介绍: The primary aims of Computer Methods in Biomechanics and Biomedical Engineering are to provide a means of communicating the advances being made in the areas of biomechanics and biomedical engineering and to stimulate interest in the continually emerging computer based technologies which are being applied in these multidisciplinary subjects. Computer Methods in Biomechanics and Biomedical Engineering will also provide a focus for the importance of integrating the disciplines of engineering with medical technology and clinical expertise. Such integration will have a major impact on health care in the future.
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