Fast and accurate distal locking of interlocked intramedullary nails using computer-vision and a 3D printed device.

IF 3.2 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING 3D printing in medicine Pub Date : 2024-08-07 DOI:10.1186/s41205-024-00221-2
Zakaria Chabihi, Nizar Nouidi, Brahim Demnati, Mohamed Amine Benhima, Imad Abkari
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Abstract

Introduction: Distal locking is a challenging and time-consuming step in interlocked intramedullary nailing of long bone fractures. Current methods have limitations in terms of simplicity, universality, accuracy, speed, and safety. We propose a novel device and software for distal locking using computer vision.

Methods and materials: The device consists of an universal ancillary clamp, a telescopic arm, a viewfinder clamp, and a radio-opaque cross. The software uses a camera photo from the C-arm intensifier and adjusts for geometric projection deformities. The software employs edge detection, Hough transform, perspective interpolation, and vector calculation algorithms to locate the distal hole center. The device and software were designed, manufactured, and tested using 3D CAD, FEM, DRR, and performance testing on phantom bones.

Results: The device and software showed high accuracy and precision of 98.7% and 99.2% respectively in locating the distal hole center and calculating the correctional vector. The device and software also showed high success ratio in drilling the hole and inserting the screw. The device and software reduced the radiation exposure for the surgeon and the patient. The success ratio of the device and software was validated by the physical testing, which simulated the real clinical scenario of distal locking. The radiation exposure was as low as 5 s with a radiation dose of 0.2mSv, drastically reducing radiation exposure during distal locking.

Discussion: Our device and software have several advantages over other distal locking methods, such as simplicity, universality, accuracy, speed, and safety. Our device and software also have some disadvantages, such as reliability and legislation. Our device and software can be compared with other distal locking methods based on these criteria. Our device and software have some limitations and challenges that need to be addressed in the future, such as clinical validation, and regulatory approval.

Conclusion: The device showed promising results in terms of low-cost, reusability, low radiation exposure, high accuracy, fast distal locking, high stiffness, and adaptability. The device has several advantages over other distal locking techniques, such as free-hand technique, mechanical aiming devices, electromagnetic navigation systems, and computer-assisted systems. We believe that our device and software have the potential to revolutionize the distal locking technique and to improve the outcomes and quality of life of the patients with long bone fractures.

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利用计算机视觉和 3D 打印设备快速准确地锁定互锁髓内钉的远端。
介绍:在长骨骨折的联锁髓内钉治疗中,远端锁定是一个具有挑战性且耗时的步骤。目前的方法在简便性、通用性、准确性、速度和安全性方面存在局限性。我们提出了一种利用计算机视觉进行远端锁定的新型设备和软件:该装置由一个通用辅助夹钳、一个伸缩臂、一个取景器夹钳和一个不透射线的十字架组成。软件使用来自 C 臂增强器的相机照片,并根据几何投影畸形进行调整。软件采用边缘检测、Hough 变换、透视插值和矢量计算算法来定位远端孔中心。该设备和软件的设计、制造和测试采用了三维 CAD、有限元模型、DRR 和模型骨性能测试:结果:该装置和软件在定位远端孔中心和计算矫正矢量方面的准确度和精确度分别为 98.7% 和 99.2%。该设备和软件在钻孔和插入螺钉方面的成功率也很高。该设备和软件减少了外科医生和患者的辐射暴露。设备和软件的成功率通过物理测试得到了验证,该测试模拟了远端锁定的真实临床场景。辐射暴露时间低至 5 秒,辐射剂量为 0.2mSv,大大降低了远端锁定过程中的辐射暴露:讨论:与其他远端锁定方法相比,我们的设备和软件具有一些优点,如简单、通用、准确、快速和安全。我们的设备和软件也有一些缺点,如可靠性和立法。我们的设备和软件可以根据这些标准与其他远端锁定方法进行比较。我们的设备和软件还存在一些局限性和挑战,需要在未来加以解决,如临床验证和监管审批:该装置在低成本、可重复使用、低辐射暴露、高精确度、快速远端锁定、高刚性和适应性等方面都显示出良好的效果。与其他远端锁定技术(如徒手技术、机械瞄准装置、电磁导航系统和计算机辅助系统)相比,该装置具有多项优势。我们相信,我们的设备和软件有望彻底改变远端锁定技术,改善长骨骨折患者的治疗效果和生活质量。
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