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基于改进的大津算法和特征点的精确识别技术自动测量髋臼杯前倾角

[Automatic measurement of acetabular cup anteversion angle using an accurate recognition technology based on improved Otsu algorithm and feature point].

作者信息

Liu Qian, Ma Yunqing, Wu Bo, Zhang Yao, Qi Jingwen, Mei Yuqian

机构信息

School of Medical Imaging, North Sichuan Medical College, Nanchong, Sichuan 637100, P. R. China.

School of Medical Imaging, Mudanjiang Medical University, Mudanjiang, Heilongjiang 157001, P. R. China.

出版信息

Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2025 Jun 25;42(3):592-600. doi: 10.7507/1001-5515.202404045.

DOI:10.7507/1001-5515.202404045
PMID:40566783
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12236231/
Abstract

The orientation of the acetabular cup in hip joint anteroposterior radiograph is a key factor in evaluating the postoperative outcomes of total hip arthroplasty (THA). Currently, measurement of the acetabular cup anteversion angle primarily relies on manual drawing of auxiliary lines by orthopedic surgeons and calculations using scientific calculators. This study proposes an automated computer-aided measurement method for the acetabular cup anteversion angle based on hip joint anteroposterior radiograph. The proposed method segments hip prosthesis images using an improved Otsu algorithm, identifies feature points at the acetabular cup opening by combining circle-fitting theory and the cup's geometric characteristics, and fits an ellipse to the cup opening to calculate the anteversion angle. A total of 104 hip joint anteroposterior radiographs, including 71 right-sided and 81 left-sided prostheses, were analyzed. Two orthopedic surgeons independently measured the postoperative anteversion angles, and the results were compared with computer-generated measurements for correlation analysis. Spearman and Pearson correlation analyses demonstrated significant correlations between the proposed method and manual measurements for both the right group ( = 0.795, < 0.01) and the left group ( = 0.859, < 0.01). This method provides a reliable reference for orthopedic surgeons to assess postoperative prognosis.

摘要

髋关节前后位X线片中髋臼杯的方向是评估全髋关节置换术(THA)术后效果的关键因素。目前,髋臼杯前倾角的测量主要依靠骨科医生手动绘制辅助线并使用科学计算器进行计算。本研究提出了一种基于髋关节前后位X线片的髋臼杯前倾角自动计算机辅助测量方法。该方法使用改进的大津算法分割髋关节假体图像,结合圆拟合理论和髋臼杯的几何特征识别髋臼杯开口处的特征点,并对杯口拟合椭圆以计算前倾角。共分析了104张髋关节前后位X线片,包括71个右侧假体和81个左侧假体。两名骨科医生独立测量术后前倾角,并将结果与计算机生成的测量结果进行相关性分析。Spearman和Pearson相关性分析表明,该方法与手动测量在右侧组(r = 0.795,P < 0.01)和左侧组(r = 0.859,P < 0.01)中均具有显著相关性。该方法为骨科医生评估术后预后提供了可靠的参考。

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本文引用的文献

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The Long-Term Efficacy of Computed Tomography-Navigated Total Hip Arthroplasty: An 18-Year Follow-Up Study.计算机断层扫描导航下全髋关节置换术的长期疗效:一项18年的随访研究。
J Clin Med. 2024 Feb 28;13(5):1374. doi: 10.3390/jcm13051374.
2
The Top Three Burning Questions in Total Hip Arthroplasty.全髋关节置换术的三大热点问题。
Medicina (Kaunas). 2023 Mar 26;59(4):655. doi: 10.3390/medicina59040655.
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Vital protocols for PolyWare™ measurement reliability and accuracy.PolyWare™测量可靠性和准确性的重要协议。
Front Surg. 2022 Dec 26;9:997848. doi: 10.3389/fsurg.2022.997848. eCollection 2022.
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Laser projector method for measuring postoperative acetabular anteversion after total hip replacement.激光投影仪法测量全髋关节置换术后髋臼前倾角
Front Surg. 2022 Oct 24;9:1033453. doi: 10.3389/fsurg.2022.1033453. eCollection 2022.
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Radiographic results on acetabular cup placement with the SuperPath technique: a retrospective study of 756 cases.SuperPath 技术下髋臼杯放置的放射学结果:756 例回顾性研究。
BMC Musculoskelet Disord. 2022 Jan 31;23(1):101. doi: 10.1186/s12891-022-05065-7.
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Changes of acetabular anteversion according to pelvic tilt on sagittal plane under various acetabular inclinations.在不同髋臼倾斜度下,矢状面上髋臼前倾角随骨盆倾斜的变化。
J Orthop Res. 2021 Apr;39(4):806-812. doi: 10.1002/jor.24790. Epub 2020 Jul 10.
7
The Lawrence D. Dorr Surgical Techniques & Technologies Award: Why Are Contemporary Revision Total Hip Arthroplasties Failing? An Analysis of 2500 Cases.劳伦斯·D·多尔外科技术与技术奖:为何当代翻修全髋关节置换术会失败?2500 例分析。
J Arthroplasty. 2019 Jul;34(7S):S11-S16. doi: 10.1016/j.arth.2019.01.031. Epub 2019 Jan 23.
8
The best method for evaluating anteversion of the acetabular component after total hip arthroplasty on plain radiographs.全髋关节置换术后在X线平片上评估髋臼假体前倾角的最佳方法。
J Orthop Surg Res. 2018 Apr 2;13(1):66. doi: 10.1186/s13018-018-0767-4.
9
The Safe Zone Range for Cup Anteversion Is Narrower Than for Inclination in THA.全髋关节置换术中髋臼前倾角的安全区范围比倾斜角的安全区范围更窄。
Clin Orthop Relat Res. 2018 Feb;476(2):325-335. doi: 10.1007/s11999.0000000000000051.
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Redefining the Acetabular Component Safe Zone for Posterior Approach Total Hip Arthroplasty.重新定义后入路全髋关节置换术中髋臼假体安全区域
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