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Comparison of a Novel Joint Distraction Radiology Protocol in Total Knee Arthroplasty Planning with Navigated Joint Gaps 导航关节间隙全膝关节置换术中新型关节牵张放射学方案的比较
Pub Date : 1900-01-01 DOI: 10.29007/j6kh
David W. Liu, Ishaan Jagota, J. Twiggs, B. Miles
Native extension and flexion joint gaps are primarily measured intraoperatively using devices such as navigation systems or tensioners, but there are advantages to being able to pre-operatively plan to such gaps. This study aims to validate the ability of a novel distracted joint gap radiology protocol to measure pre-operative extension andflexion joint gaps. A retrospective study comprised of 42 knees was performed. Patient imaging was obtained and used to perform segmentation, landmarking and 3D-to-2D registration. The pre-operative medial and lateral joint gaps were determined in extension and flexion. Intraoperatively, a range of motion analysis was conducted using the Brainlab Knee 3 navigation system to measure the joint gaps in extension and flexion.In extension, both medial and lateral pre-operative radiological and intraoperative navigated gaps displayed moderate and statistically significant correlations (r=0.45; p=0.003 for medial and r=0.4; p=0.01 for lateral). In flexion, only the medial radiological and navigated joint gaps correlated (r=0.54, p<0.001), with a not statistically significant trend for the lateral flexion joint gaps.The moderate and statistically significant correlations between these joint gaps to those measured intraoperatively suggests they are reflective of on the table experience with patients. Although further work is required to understand if differences are attributable to variability in the radiological or intra-operative assessments, the pre- operative analysis technique described in this study provides the opportunity to develop a more holistic pre-operative surgical plan which considers the state of both hard and soft tissue within the joint.
原生伸展和屈曲关节间隙主要是术中使用导航系统或张力器等设备测量的,但是能够在手术前计划这些间隙是有好处的。本研究旨在验证一种新的分散关节间隙放射学方案的能力,以测量术前伸展和屈曲关节间隙。对42个膝关节进行回顾性研究。获得患者图像并用于进行分割,标记和3d到2d注册。术前确定关节内侧和外侧间隙的伸缩。术中,使用Brainlab Knee 3导航系统进行运动范围分析,测量关节伸展和屈曲间隙。此外,手术前放射学和术中导航间隙的内侧和外侧显示出中度和统计学上显著的相关性(r=0.45;内侧组P =0.003, r=0.4;侧边P =0.01)。在屈曲中,只有内侧关节间隙和导航关节间隙相关(r=0.54, p<0.001),而外侧屈曲关节间隙无统计学意义。这些关节间隙与术中测量的关节间隙之间存在适度且统计学上显著的相关性,这表明它们反映了患者在手术台上的经验。虽然需要进一步的工作来了解差异是否归因于放射学或术中评估的差异,但本研究中描述的术前分析技术为制定更全面的术前手术计划提供了机会,该计划考虑了关节内硬组织和软组织的状态。
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引用次数: 0
Improved Mediolateral Gap Balance Achievement with Instrumented Navigated Total Knee Arthroplasty Compared to Conventional Instrumentation 与传统器械相比,器械导航全膝关节置换术改善了内外侧间隙平衡的实现
Pub Date : 1900-01-01 DOI: 10.29007/4lwm
L. Angibaud, Wen Fan, Florian Kerveillant, P. Dubard, Marine Torrollion, M. Rueff, A. Sah, J. Huddleston
Total knee replacement (TKA) represents a well-established reconstructive procedure for end-stage knee joint disorders with the balancing of soft-tissue envelope throughout the full arc of motion as a newly emerging possibility. This cadaveric study evaluated the ability to achieve targeted mediolateral (ML) gap balance throughout the arc of motion using conventional mechanical instrumentation versus a computer-assisted orthopaedic surgery (CAOS) system featuring an intraarticular distractor while considering surgeon experience level. For the CAOS system, an intraarticular distractor applied a quasi- constant distraction force to the joint (instrumented) while the conventional system involved conventional spacers. Regardless of experience level, the instrumented TKAs were associated with a significantly lower ML gap differential than the conventional TKAs. In contrast, regardless of the type of instrumentation, there were no significant differences between the junior and senior surgeon mean gaps. Historically, soft tissue balancing during TKA has been reported as an art rather than a science. In this regard, the addition of dedicated technology to characterize the soft-tissue envelope during TKA has the potential to provide an augmented perspective to the surgeon and can be particularly beneficial for junior surgeons. The present study established that the usage of instrumented CAOS led to significantly lower ML gap differences than conventional instrumentation.
全膝关节置换术(TKA)代表了终末期膝关节疾病的一种完善的重建程序,在整个运动弧度中平衡软组织包膜是一种新出现的可能性。本尸体研究评估了在考虑外科医生经验水平的情况下,使用传统机械器械与具有关节内牵引器的计算机辅助骨科手术(CAOS)系统在整个运动弧线中实现目标中外侧(ML)间隙平衡的能力。对于CAOS系统,关节内牵张器对关节(固定)施加准恒定的牵张力,而传统系统涉及传统的间隔器。无论经验水平如何,与传统tka相比,仪器tka与ML间隙差异显著降低。相比之下,无论内固定类型如何,初级和高级外科医生的平均间隙没有显著差异。历史上,TKA期间的软组织平衡被认为是一门艺术而不是一门科学。在这方面,在TKA期间加入专门的技术来表征软组织包膜,有可能为外科医生提供一个增强的视角,对初级外科医生特别有益。本研究证实,与传统仪器相比,使用仪器化CAOS可显著降低ML间隙差异。
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引用次数: 0
Standardized Evaluation of Current Ultrasound Bone Segmentation Algorithms on Multiple Datasets 基于多数据集的超声骨分割算法的标准化评价
Pub Date : 1900-01-01 DOI: 10.29007/q51n
Prashant U. Pandey, B. Hohlmann, Peter Brößner, I. Hacihaliloglu, Keiran Barr, T. Ungi, O. Zettinig, R. Prevost, G. Dardenne, Zian Fanti, W. Wein, E. Stindel, F. A. Cosío, P. Guy, G. Fichtinger, K. Radermacher, A. Hodgson
Ultrasound (US) bone segmentation is an important component of US-guided or- thopaedic procedures. While there are many published segmentation techniques, there is no direct way to compare their performance. We present a solution to this, by curating a multi-institutional set of US images and corresponding segmentations, and systematically evaluating six previously-published bone segmentation algorithms using consistent metric definitions. We find that learning-based segmentation methods outperform traditional al- gorithms that rely on hand-crafted image features, as measured by their Dice scores, RMS distance errors and segmentation success rates. However, there is no single best performing algorithm across the datasets, emphasizing the need for carefully evaluating techniques on large, heterogenous datasets. The datasets and evaluation framework described can be used to accelerate development of new segmentation algorithms.
超声(US)骨分割是超声引导或骨科手术的重要组成部分。虽然有许多已发布的分割技术,但没有直接的方法来比较它们的性能。我们提出了一个解决方案,通过策划一组多机构的美国图像和相应的分割,并使用一致的度量定义系统地评估六种先前发表的骨分割算法。我们发现,基于学习的分割方法优于传统的依赖于手工制作的图像特征的算法,通过它们的Dice分数、RMS距离误差和分割成功率来衡量。然而,在数据集上没有单一的最佳算法,这强调了在大型异构数据集上仔细评估技术的必要性。所描述的数据集和评估框架可用于加速新分割算法的开发。
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引用次数: 1
Automatic Friedman’s Axis placement via the use of deep learning algorithms 通过使用深度学习算法自动弗里德曼轴的位置
Pub Date : 1900-01-01 DOI: 10.29007/r8cp
Clément Daviller, S. Polakovic, A. Greene, F. Bertrand
Reference axis based on Friedman’s approach is widely recognized as an anatomic landmark from which to measure and compare implant parameters within preoperative planning software for total shoulder arthroplasty. Equinoxe Planning Application (ExactechInc.) offers 3D measurements techniques for glenoid version and inclination requiring meticulous placement of trigonum and glenoid center. We propose as automatic determination of this reference axis, based on deep learning that shown a median error of less than 1°.
基于Friedman方法的参考轴被广泛认为是在全肩关节置换术术前计划软件中测量和比较植入物参数的解剖学标志。equinox Planning Application (ExactechInc.)提供关节盂版本和倾角的3D测量技术,需要细致地放置三角和关节盂中心。我们建议基于深度学习自动确定该参考轴,显示中值误差小于1°。
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引用次数: 0
Feeling Better After TKA: Reference chart for remotely collected pain scores TKA后感觉更好:远程收集疼痛评分的参考图表
Pub Date : 1900-01-01 DOI: 10.29007/mlnb
Ricardo Antunes, P. Jacob, A. Meyer, R. Marchand, M. Verstraete
Remote patient monitoring, using wearable devices and connected patient engagement platforms has the potential to improve timely clinical decisions. Data collected from multiple patients, including using the remote engagement platforms themselves, can be used to produce evidence-based reference to support clinical decisions. While some normative references for functional measure currently exist for total knee arthroplasty (TKA), these are still lacking for VAS pain scores. Therefore, VAS pain scores on a 10-point Likert scale were analyzed for 66 patients, each reporting at least five scores in the 180 days following surgery. These were used to produce a normative recovery model for total knee arthroplasty patients. A nonlinear mixed effects model was fitted, whereby the response variable is assumed to be distributed following a beta-binomial distribution. The population mean trend showed a with wide dispersion in the first few days following surgery, showing scores ranging throughout the 10-point scale. After the first week, the expected pain score steadily decreases, resulting in a score no higher than one in 50% of the population beyond 90 days after surgery. The fitted model allows referencing individual patient's pain scores at different stages of recovery, against the model’s predicted distribution. This approach can support early detection of patients that significantly deviate from the reference model and be a useful integration into clinical decision support software tools.
远程患者监测,使用可穿戴设备和连接的患者参与平台,有可能改善及时的临床决策。从多个患者收集的数据,包括使用远程参与平台本身,可用于提供基于证据的参考,以支持临床决策。虽然目前存在一些全膝关节置换术(TKA)功能测量的规范参考,但这些仍然缺乏VAS疼痛评分。因此,我们对66例患者的VAS疼痛评分进行了10分李克特评分分析,每位患者在手术后180天内报告至少5分。这些被用来为全膝关节置换术患者建立一个规范的恢复模型。拟合了一个非线性混合效应模型,在此模型中,假设响应变量服从β -二项分布。在手术后的最初几天,人口平均趋势显示出广泛的分散,显示了整个10分制的评分范围。第一周后,预期疼痛评分稳步下降,导致手术后90天的评分不高于50%的人群。拟合的模型允许参考个体患者在不同恢复阶段的疼痛评分,而不是模型的预测分布。这种方法可以支持早期发现明显偏离参考模型的患者,并且可以有效地集成到临床决策支持软件工具中。
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引用次数: 0
3D reconstruction of joints from partial data using multi-object-based model: Towards a patient-specific knee implant design 基于多目标模型的部分数据关节三维重建:针对患者的膝关节植入物设计
Pub Date : 1900-01-01 DOI: 10.29007/dcj8
Jean-Rassaire Fouefack, G. Dardenne, Bhushan S Borotikar, Tinashe Ernest Mutsvangwa, V. Burdin
In clinical routine, the capture of three-dimensional (3D) bone geometry is crucial for surgical planning, implant placement and postoperative evaluation. Nevertheless, accurate 3D reconstruction of the knee joint for the estimation of patient-specific features remains a challenge, although it has been widely studied. In this context, statistical shape models (SSM) have been used to reconstruct a global shape from partial observations, based on their ability to capture the anatomical variation from different patients. However, these studies incorporate single object SSMs which limit their application for analyzing local bone morphology and thus they lack the capacity to analyze the human anatomy at the joint level. In this paper, we present a multi-object based framework for the 3D reconstruction of the knee joint using a dynamic multi-object Gaussian process model (DMO-GPM) and an adapted Markov Chain Monte Carlo (MCMC) based model fitting algorithm.The knees were reconstructed with an average mean square error of 1.81±0.37 mm and maximum error of 3.31 mm corresponding to the surface-to-surface distance between the predicted and original knees. The results show that the knee is accurately reconstructed, especially around the joint contact surfaces. This is crucial because most of the patient- specific features required for the implant design, use landmarks in this area. The results suggest that the approach is robust and accurate to design personalized knee implants.
在临床常规中,三维(3D)骨几何形状的捕获对于手术计划,种植体放置和术后评估至关重要。然而,准确的膝关节三维重建来估计患者的特定特征仍然是一个挑战,尽管它已经被广泛研究。在这种情况下,统计形状模型(SSM)已被用于从部分观察中重建全局形状,基于它们捕获不同患者解剖变异的能力。然而,这些研究纳入了单对象ssm,这限制了它们在分析局部骨形态方面的应用,因此它们缺乏在关节水平上分析人体解剖的能力。本文采用动态多目标高斯过程模型(DMO-GPM)和基于马尔可夫链蒙特卡罗(MCMC)的模型拟合算法,提出了一种基于多目标的膝关节三维重建框架。膝关节重建结果显示,膝关节与原膝关节的表面距离平均误差为1.81±0.37 mm,最大误差为3.31 mm。结果表明,该方法能够准确地重建膝关节,尤其是关节接触面周围。这是至关重要的,因为植入物设计所需的大多数患者特定特征都使用该区域的地标。结果表明,该方法具有鲁棒性和准确性,可用于个性化膝关节植入物的设计。
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引用次数: 0
Fully Automatic Analysis of Posterosuperior Full-Thickness Rotator Cuff Tears from MRI MRI全自动分析后上全层肩袖撕裂
Pub Date : 1900-01-01 DOI: 10.29007/fnjd
H. Hess, Philipp Gussarow, J. T. Rojas, Stefan Weber, Annabel Hayoz, M. Zumstein, Kate Gerber
Rotator cuff tears (RCT) are one of the most common sources of shoulder pain. Many factors can be considered to choose the right surgical treatment procedure. Of the most important factors are the tear retraction and tear width, assessed manually on preoperative MRI.A novel approach to automatically quantify a rotator cuff tear, based on the segmentation of the tear from MRI images, was developed and validated. For segmentation, a neural network was trained and methods for the automatic calculation of the tear width and retraction from the segmented tear volume were developed.The accuracy of the automatic segmentation and the automated tear analysis were evaluated relative to manual consensus segmentations by two clinical experts. Variance in the manual segmentations was assessed in an interrater variability study of two clinical experts.The accuracy of the tear retraction calculation based on the developed automatic tear segmentation was 5.3 mm ± 5.0 mm in comparison to the interrater variability of tear retraction calculation based on manual segmentations of 3.6 mm ± 2.9 mm.These results show that an automatic quantification of a rotator cuff tear is possible. The large interrater variability of manual segmentation-based measurements highlights the difficulty of the tear segmentations task in general.
肩袖撕裂(RCT)是肩痛最常见的原因之一。选择正确的手术治疗方法需要考虑许多因素。最重要的因素是泪液收缩和泪液宽度,术前MRI人工评估。基于MRI图像撕裂的分割,开发并验证了一种自动量化肩袖撕裂的新方法。在分割方面,训练了神经网络,并开发了自动计算分割后泪液体积的泪液宽度和缩回的方法。两位临床专家对自动分割和自动撕裂分析的准确性进行了相对于人工共识分割的评估。在两个临床专家的变异研究中评估了人工分割的变异。基于自动撕裂分割的撕裂回缩计算精度为5.3 mm±5.0 mm,而基于人工撕裂回缩计算的撕裂回缩误差为3.6 mm±2.9 mm。这些结果表明,自动量化肩袖撕裂是可能的。基于人工分割的测量结果的大变异性突出了撕裂分割任务的难度。
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引用次数: 0
Mixed reality for minimally invasive Bone Tumor ablation 混合现实在微创骨肿瘤消融中的应用
Pub Date : 1900-01-01 DOI: 10.29007/jzrh
Aouam Djamel, R. Querrec, Thierry Duval, N. Zenati, C. Hamitouche
Minimally invasive intervention requires accuracy and practice as it can be vital in complex and narrow places. In this paper we propose a solution based on augmented reality (AR) for the ablation of bone tumors. Our proposal deals with the preoperative and intraoperative phases of the procedure. The first part consists of the segmentation and 3D reconstruction of the structures of interest. The second part consists of the visualization in AR. This solution is intended to facilitate the tasks of surgeons and radiologists when planning RF needle insertion and trajectory in order to avoid excessive exposure to X-rays, which is a phase that requires more precision and knowledge of the morphology of the mass tumor. The second part offers AR assistance based on the planning of the preoperative phase. The solution we proposed is based on the use of HoloLens 2 headsets to provide better AR visualization and assistance.
微创干预需要准确性和实践,因为它在复杂和狭窄的地方至关重要。本文提出了一种基于增强现实(AR)的骨肿瘤消融解决方案。我们的建议涉及手术的术前和术中阶段。第一部分是对感兴趣的结构进行分割和三维重建。第二部分包括AR中的可视化。该解决方案旨在促进外科医生和放射科医生在规划射频针插入和轨迹时的任务,以避免过度暴露于x射线,这是一个需要更精确和更了解肿块肿瘤形态的阶段。第二部分基于术前阶段的规划提供AR协助。我们提出的解决方案是基于使用HoloLens 2头显来提供更好的AR可视化和辅助。
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引用次数: 0
Towards Miniaturised Collaborative Haptic Robots For Computer Aided Knee Surgery: Signature Robot 面向计算机辅助膝关节手术的小型化协同触觉机器人:签名机器人
Pub Date : 1900-01-01 DOI: 10.29007/h469
S. Souipas, Stephen Laws, F. Rodriguez y Baena, B. Davies
This paper describes Signature Robot, a cooperative haptic robot for knee surgery. Designed to address the lessons learned from the pioneering Acrobot Company ltd, this novel platform allows low and even impedance motion across 3 degrees of freedom, whilst the implementation of active constraints ensures patient safety throughout surgery. The robot was demonstrated to have an average positional accuracy of 0.82mm.
介绍了一种用于膝关节手术的协作式触觉机器人Signature Robot。为了解决从先驱Acrobot公司有限公司吸取的经验教训,这个新颖的平台允许在3个自由度上进行低且均匀的阻抗运动,同时实施主动约束确保整个手术过程中的患者安全。该机器人的平均定位精度为0.82毫米。
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引用次数: 0
Over Constraint Varus Valgus Laxity Leads to Worse Clinical Outcomes at Long Term Follow Up in Total Knee Arthroplasty: Intraoperative Assessment through Surgical Navigation System 在全膝关节置换术中长期随访中,过度约束内翻松弛导致较差的临床结果:通过手术导航系统进行术中评估
Pub Date : 1900-01-01 DOI: 10.29007/tz3f
S. Di Paolo, S. Fratini, A. Meena, S. Bignozzi, G. M. Marcheggiani Muccioli, S. Zaffagnini
The purpose of the present study was to associate the intraoperative kinematics acquired with a computer navigation system with long-term clinical outcomes and survivorship in patients undergoing TKA to investigate the role of constraint in patients’ satisfaction.A surgical navigation system was used to verify bone resections, gaps, and implant positioning during TKA. Kinematic examination, i.e. varus-valgus at full-extended knee (VV0), varus-valgus at 30° of flexion (VV30), anterior/posterior displacement at 90° of flexion (AP90), passive range of motion (ROM) were performed. Long-term clinical assessment interviews were performed. The Knee Injury and Osteoarthritis Outcome Score (KOOS) was used to investigate patients’ clinical and functional status.Out of 165 patients, 120 met the inclusion criteria. The average follow-up time was 7.7±2.8 years. 7 patients had undergone revision surgery and were considered as a surgical failure with an overall survival rate of 94.2%, while the survival rate at 6, 8, 10 years was 98.8%, 97.4%, 93.6%, respectively. Clinical failure (KOOS score <70) was detected in 11 (9.2%), 10 (8.3%), 21 (17.5%), 39 (32.5%), 113 (94.2%) patients for the Symptoms, Pain, ADL, QoL, and Sport sub-scores, respectively. A statistically significant difference was found in KOOS-QoL between patients with and without clinical failure for the VV0 test (ES=0.58, p=0.022), with lower laxity for patients with score<70.Over-constraint kinematics during TKA surgery leads to worse clinical outcomes at long-term follow-up. Surgeons should be aware of the intraoperative ligament balancing and avoid over-constraint, especially in PS TKA designs.
本研究的目的是将计算机导航系统获得的术中运动学与TKA患者的长期临床结果和生存率联系起来,以调查约束在患者满意度中的作用。在TKA期间,外科导航系统用于验证骨切除,间隙和种植体定位。运动学检查,即全伸膝关节内翻(VV0), 30°屈曲内翻(VV30), 90°屈曲前后移位(AP90),被动活动范围(ROM)。进行了长期临床评估访谈。采用膝关节损伤和骨关节炎结局评分(oos)来评估患者的临床和功能状况。165例患者中,120例符合纳入标准。平均随访时间7.7±2.8年。7例患者行翻修手术,被认为手术失败,总生存率为94.2%,6年、8年、10年生存率分别为98.8%、97.4%、93.6%。在症状、疼痛、ADL、QoL和运动评分方面,分别有11例(9.2%)、10例(8.3%)、21例(17.5%)、39例(32.5%)、113例(94.2%)患者出现临床失败(oos评分<70)。v0试验失败与无v0试验失败患者的KOOS-QoL差异有统计学意义(ES=0.58, p=0.022),评分<70的患者KOOS-QoL松弛度较低。在TKA手术中过度约束运动学导致长期随访的临床结果较差。外科医生应注意术中韧带平衡,避免过度约束,特别是在PS TKA设计中。
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引用次数: 0
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EPiC Series in Health Sciences
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