用差分进化算法求解颅骨修复假体建模

Yi-Wen Chen, C. Shih, Chen-Yang Cheng, Yu-Cheng Lin
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引用次数: 0

摘要

颅骨缺陷会导致对大脑的物理保护受损,并降低脑部感染的风险。颅骨成形术通常通过骨移植到缺损区域和/或使用金属支撑来恢复颅腔的完整性和维持生理颅内压的稳定性。如今,由于增材制造或3D打印技术的发展,在颅骨成形术过程中可以精确、高效地制作出合适形状的颅骨假体。增材制造在解决不规则的颅骨缺陷方面具有巨大的潜力,因为它可以用来快速创建定制的形状。但是,如果用合成聚合物或金属植入物制作的假体不合适,则会导致严重的感染,需要进行额外的手术。本文提出了一种基于超椭圆和微分演化的颅骨缺损几何模型。每个断层扫描片上的技能骨缺陷都可以用超椭圆来建模。该算法通过优化超椭圆的参数来模拟和补偿合适的曲率。在快速的二维图像处理和三维颅骨模型构建系统中,临床外科医生的能力是在手术的短时间内,以最大的手术质量为患者确定、处理和植入定制的假体,特别是在急诊病例中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Solving the Prosthesis Modeling for Skull Repair Through Differential Evolution Algorithm
Cranial defects can result in compromised physical protection for the brain and a how risky the brain infection is. Cranioplasty is commonly performed by doing the bone graft onto the deficient area or areas and/or using the metal to support them for restoring the cranial cavity integrity and maintain the physiological intracranial pressure stability. Nowadays, the suitable shape of skull prosthesis can be created and operated precisely and efficiently during cranioplasty process, because the technological development of additive manufacturing or 3D printing. Additive manufacturing has great potential in regard to addressing irregular cranial defects because it can be used to create customized shapes rapidly. However, an unsuitable cranial prosthesis that made from synthetic polymer or a metal implantation will cause a serious infections, and required additional surgery. This paper proposes a geometric model of skull defects by using the superellipse and Differential Evolution (DE). The defects of skill bones in each tomography slice can be modeled by superellipse. The DE optimizes the parameters of superellipse to emulate and compensate the suitable curvature. In a rapid 2D image process and 3D cranial model construction system, the clinical surgeons’ ability is determining, processing, and implanting a customized prosthesis for patients just in a short time in surgery and with maximum surgical quality, especially in emergency cases.
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