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三维桡骨成角楔形截骨术前自动规划算法

石志良1,廖诗旗2,甘梓博1,祝少博3   

  1. 1. 武汉理工大学
    2. 武汉理工大学机电工程学院
    3. 武汉大学中南医院骨科
  • 收稿日期:2022-11-16 修回日期:2023-09-08 发布日期:2023-10-17
  • 通讯作者: 祝少博
  • 基金资助:
    湖北省重点研发计划

Automatic Preoperative Planning Algorithm for Three-Dimensional Wedge Osteotomy of Radius

  • Received:2022-11-16 Revised:2023-09-08 Online:2023-10-17

摘要: 针对桡骨成角畸形,仅凭经验人工手动截骨难以找准截骨位置,提出一种三维桡骨成角楔形截骨术前自动规划算法,能精确定位具体截骨位置并计算出最佳复位角度。以补偿差异的对侧桡骨镜像模型为参考模板,计算骨畸形区域,并基于关节解剖区域的权重配准桡骨远端关节,创建旋转轴方向向量,通过三次样条插值法求解XOZ平面的畸形轮廓曲线,确定复位旋转轴方位。利用单目标优化算法优化迭代,计算最优的截骨位置和复位角度,自动生成楔形截骨矫形术前计划。选择6例桡骨成角实例,以外科医生在三维空间手动截骨矫形规划方法作为实验对照组,对比关节解剖区域的配准精度。结果表明,与外科医生手动截骨复位相比,此方法获得的关节解剖区域的配准均方根误差减小0.09-0.42mm,与自动规划方法相比,此方法可明确楔形类型,临床可行性更高,为桡骨成角畸形提供了一种准确可靠的方法。

关键词: 计算机辅助设计, 三维术前规划, 楔形截骨术, 桡骨远端, 配准

Abstract: For radial angulation deformity, it is difficult to accurately locate the osteotomy position by manual osteotomy based on experience, thus affecting the effect of surgery. A three-dimensional automatic planning algorithm for radial angulation wedge osteotomy is proposed, which can accurately determine the specific osteotomy position and calculate the best reduction angle. The contralateral radius mirror model with compensation difference was used as the reference template to calculate the bone deformity area, and the distal radius joint was registered based on the weight of the joint anatomical area to create the rotation axis direction vector. The deformity contour curve of the XOZ plane was solved by the cubic spline interpolation method to determine the orientation of the rotation axis. The single-objective optimization algorithm is used to optimize the iteration, calculate the optimal osteotomy location and reduction angle, and automatically generate the preoperative plan of wedge osteotomy. Six cases of radial angulation were selected to compare the registration accuracy of the joint anatomical region with the surgeon's manual osteotomy planning method in three-dimensional space as the experimental control group. The results showed that compared with manual osteotomy and reduction by surgeons, the root mean square error of the registration of the joint anatomical area obtained by this method decreased by 0.09-0.42mm, Compared with automatic planning methods, it can clarify the type of wedge and has higher clinical feasibility, providing an accurate and reliable method for radial angular malformation.

Key words: Computer aided design , Three-dimensional preoperative planning , wedge osteotomy , distal radius , registration

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