Three-dimensional reconstruction of the lower limb from biplanar calibrated radiographs

Quijano, Sergio; Serrurier, Antoine; Aubert, B.; Laporte, Sébastien; Thoreux, Patricia; Skalli, Wafa

doi:10.1016/j.medengphy.2013.07.002

Cited by 49 publications

(57 citation statements)

References 24 publications

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“…Recently, a model-based 3D reconstruction technique using 2D calibrated low-dose biplane X-ray images has been proposed and validated for the spine (Pomero et al, 2004), thorax cage (Aubert et al, 2014), upper limb (Lebailly et al, 2012) and lower limb Quijano et al, 2013) and has been adapted to the shoulder (Lagacé et al, , 2010Ohl et al, 2015). The scapula model is generated a priori from cadaveric bone structures, therefore, the reconstruction and registration are achieved without using additional imagery acquisitions.…”

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confidence: 99%

Investigation of 3D glenohumeral displacements from 3D reconstruction using biplane X-ray images: Accuracy and reproducibility of the technique and preliminary analysis in rotator cuff tear patients

Zhang

Skalli

Lagacé

et al. 2016

Journal of Electromyography and Kinesiology

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is an open access repository that collects the work of Arts et Métiers ParisTech researchers and makes it freely available over the web where possible. b s t r a c tRotator cuff (RC) tears may be associated with increased glenohumeral instability; however, this instability is difficult to quantify using currently available diagnostic tools. Recently, the three-dimensional (3D) reconstruction and registration method of the scapula and humeral head, based on sequences of low-dose biplane X-ray images, has been proposed for glenohumeral displacement assessment. This research aimed to evaluate the accuracy and reproducibility of this technique and to investigate its potential with a preliminary application comparing RC tear patients and asymptomatic volunteers. Accuracy was assessed using CT scan model registration on biplane X-ray images for five cadaveric shoulder specimens and showed differences ranging from 0.6 to 1.4 mm depending on the direction of interest. Intra-and interobserver reproducibility was assessed through two operators who repeated the reconstruction of five subjects three times, allowing defining 95% confidence interval ranging from ±1.8 to ±3.6 mm. Intraclass correlation coefficient varied between 0.84 and 0.98. Comparison between RC tear patients and asymptomatic volunteers showed differences of glenohumeral displacements, especially in the superoinferior direction when shoulder was abducted at 20°and 45°. This study thus assessed the accuracy of the low-dose 3D biplane X-ray reconstruction technique for glenohumeral displacement assessment and showed potential in biomechanical and clinical research.

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confidence: 99%

Investigation of 3D glenohumeral displacements from 3D reconstruction using biplane X-ray images: Accuracy and reproducibility of the technique and preliminary analysis in rotator cuff tear patients

Zhang

Skalli

Lagacé

et al. 2016

Journal of Electromyography and Kinesiology

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“…In comparison to other existing works on 2D/3D femur and tibia reconstruction, the presented surface reconstruction errors are considerably lower. While Messmer et al [12] achieved average errors of 1.5 ± 0.70 mm for the tibial shaft, 2.2 ± 0.79 mm for the tibial plateau and 2.4 ± 0.82 mm for the plafond area, Quijano et al [15] reported a mean reconstruction error of 1.3 mm.…”

Section: Discussionmentioning

confidence: 97%

“…Thus, 2D/3D reconstruction methods based on statistical shape models (SSMs) could be a valuable alternative. Methods for 2D/3D reconstruction of the femur and tibia from X-ray radiographs were presented by Messmer et al [12], Gunay et al [13], Gamage et al [14] and Quijano et al [15]. All approaches perform a 3D reconstruction of the intact bone and are therefore not directly applicable to the reconstruction of a fractured bone.…”

Section: Introductionmentioning

confidence: 99%

Radiographic reconstruction of lower-extremity bone fragments: a first trial

et al. 2016

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Purpose The correct rotational alignment of a fractured long bone is an important step in the fracture reduction process. In order to plan the fracture reduction and the appropriate external fixation, plain radiographs are conventionally used. But as three-dimensional information of the complex situation is not available, the correct amount of rotation can only be approximated. Thus, the objective of this study is to develop a system to assess the rotational relationship between proximal and distal fragments of the tibia and femur based on a set of two calibrated X-ray radiographs.Methods In order to robustly determine the rotational alignment of proximal and distal bone fragments, a 2D/3D reconstruction approach was employed to reconstruct the fractured bone fragments. Two different studies were performed to evaluate the accuracy of the complete system for the purpose of fracture reduction.Results The reconstruction accuracy was evaluated in terms of major bone axis and in-plane rotational alignment. The long bone axis of the femur and tibia could be derived an average with an error of 0.33 ± 0.27 • , while an average inplane rotational error of 2.27 ± 1.76 • and 2.67 ± 1.80 • was found for the proximal and distal fragment, respectively. The overall mean surface reconstruction error of tibial fragments was 0.81 ± 0.59 mm and 1.12 ± 0.87 mm for femoral fragments.Conclusions A new approach for estimating the rotational parameters of fractured bone fragments has been proposed. This approach is based on two conventional radiographs and 2D/3D reconstruction technology. It is generally applicable to the reduction of any simple long bone fracture and could provide an important means for external fracture fixations.

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“…However, for using these methods the requirements of the application must be considered. Different parametric algorithms have been proposed for 3D reconstruction of various bony structures such as Baudoin et al (2008) for 3D reconstruction of the proximal femur, Quijano et al (2013) and Chaibi et al (2011) Kadoury's method (2009Kadoury's method ( , 2015 is a sample of these methods for 3D reconstruction of spine. They used a large database.…”

Section: Parametric Methodsmentioning

confidence: 99%

“…EOS is commercialized by the French company EOS imaging for orthopaedic applications. Nowadays in many developed countries EOS imaging system is applied in several hospitals and many researchers have used this system for 3D reconstruction of diverse bone structures such as Mitton et al (2006) for Pelvis, Baudoin et al (2008), Chaibi et al (2011), andQuijano et al (2013) for Lower Limb, Lebailly et al (2012) for Upper Limb, Aubert et al (2014) for Rib cage, Humbert et al (2009) and Rehm et al (2017) for Spine. However, this system is still unavailable in many developing countries and medical centres because of some restrictions such as costs.…”

Section: Perspective Model Based Methodsmentioning

confidence: 99%

Photogrammetry in 3d Modelling of Human Bone Structures From Radiographs

Hosseinian

Arefi

2017

Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci.

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ABSTRACT:Photogrammetry can have great impact on the success of medical processes for diagnosis, treatment and surgeries. Precise 3D models which can be achieved by photogrammetry improve considerably the results of orthopedic surgeries and processes. Usual 3D imaging techniques, computed tomography (CT) and magnetic resonance imaging (MRI), have some limitations such as being used only in non-weight-bearing positions, costs and high radiation dose(for CT) and limitations of MRI for patients with ferromagnetic implants or objects in their bodies. 3D reconstruction of bony structures from biplanar X-ray images is a reliable and accepted alternative for achieving accurate 3D information with low dose radiation in weight-bearing positions. The information can be obtained from multi-view radiographs by using photogrammetry. The primary step for 3D reconstruction of human bone structure from medical X-ray images is calibration which is done by applying principles of photogrammetry. After the calibration step, 3D reconstruction can be done using efficient methods with different levels of automation. Because of the different nature of X-ray images from optical images, there are distinct challenges in medical applications for calibration step of stereoradiography. In this paper, after demonstrating the general steps and principles of 3D reconstruction from X-ray images, a comparison will be done on calibration methods for 3D reconstruction from radiographs and they are assessed from photogrammetry point of view by considering various metrics such as their camera models, calibration objects, accuracy, availability, patient-friendly and cost.

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Three-dimensional reconstruction of the lower limb from biplanar calibrated radiographs

Cited by 49 publications

References 24 publications

Investigation of 3D glenohumeral displacements from 3D reconstruction using biplane X-ray images: Accuracy and reproducibility of the technique and preliminary analysis in rotator cuff tear patients

Investigation of 3D glenohumeral displacements from 3D reconstruction using biplane X-ray images: Accuracy and reproducibility of the technique and preliminary analysis in rotator cuff tear patients

Radiographic reconstruction of lower-extremity bone fragments: a first trial

Photogrammetry in 3d Modelling of Human Bone Structures From Radiographs

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