基于 CT 和 MRI 图像的个体化膝关节 3D 几何解剖结构模型的重建和优化。

Reconstruction and optimization of the 3D geometric anatomy structure model for subject-specific human knee joint based on CT and MRI images.

机构信息

School of Mechanical Engineering, Northwestern Polytechnical University, Xi'an, Shaanxi 710072, China.

Department of Magnetic Resonance Imaging, Xi'an Honghui Hospital Affiliated to Xi'an Jiaotong University, Xi'an, Shaanxi 710054, China.

出版信息

Technol Health Care. 2021;29(S1):221-238. doi: 10.3233/THC-218022.

Abstract

BACKGROUND

Nowadays, the total knee arthroplasty (TKA) technique plays an important role in surgical treatment for patients with severe knee osteoarthritis (OA). However, there are still several key issues such as promotion of osteotomy accuracy and prosthesis matching degree that need to be addressed.

OBJECTIVE

It is significant to construct an accurate three-dimensional (3D) geometric anatomy structure model of subject-specific human knee joint with major bone and soft tissue structures, which greatly contributes to obtaining personalized osteotomy guide plate and suitable size of prosthesis.

METHODS

Considering different soft tissue structures, magnetic resonance imaging (MRI) scanning sequences involving two-dimensional (2D) spin echo (SE) sequence T1 weighted image (T1WI) and 3D SE sequence T2 weighted image (T2WI) fat suppression (FS) are selected. A 3D modeling methodology based on computed tomography (CT) and two sets of MRI images is proposed.

RESULTS

According to the proposed methods of image segmentation and 3D model registration, a novel 3D knee joint model with high accuracy is finally constructed. Furthermore, remeshing is used to optimize the established model by adjusting the relevant parameters.

CONCLUSIONS

The modeling results demonstrate that reconstruction and optimization model of 3D knee joint can clearly and accurately reflect the key characteristics, including anatomical structure and geometric morphology for each component.

摘要

背景

如今,全膝关节置换术(TKA)技术在严重膝骨关节炎(OA)患者的手术治疗中发挥着重要作用。然而,仍有几个关键问题需要解决,如提高截骨精度和假体匹配度。

目的

构建具有主要骨骼和软组织结构的个体化膝关节的精确三维(3D)几何解剖结构模型具有重要意义,这对获得个体化截骨导板和合适大小的假体具有重要意义。

方法

考虑到不同的软组织结构,选择了磁共振成像(MRI)扫描序列,包括二维(2D)自旋回波(SE)序列 T1 加权像(T1WI)和三维 SE 序列 T2 加权像(T2WI)脂肪抑制(FS)。提出了一种基于计算机断层扫描(CT)和两组 MRI 图像的 3D 建模方法。

结果

根据提出的图像分割和 3D 模型配准方法,最终构建了一个具有高精度的新型 3D 膝关节模型。此外,通过调整相关参数,对建立的模型进行了重新网格化处理,以优化模型。

结论

建模结果表明,3D 膝关节的重建和优化模型可以清晰准确地反映每个组件的关键特征,包括解剖结构和几何形态。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5d79/8150550/35d7f21251a4/thc-29-thc218022-g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索