title: Personalized 3D reconstruction of the rib cage for clinical assessment of trunk deformities.
abstract: Scoliosis is a 3D deformity of the spine and rib cage. Extensive validation of 3D reconstruction methods of the spine from biplanar radiography has already been published. In this article, we propose a novel method to reconstruct the rib cage, using the same biplanar views as for the 3D reconstruction of the spine, to allow clinical assessment of whole trunk deformities. This technique uses a semi-automatic segmentation of the ribs in the postero-anterior X-ray view and an interactive segmentation of partial rib edges in the lateral view. The rib midlines are automatically extracted in 2D and reconstructed in 3D using the epipolar geometry. For the ribs not visible in the lateral view, the method predicts their 3D shape. The accuracy of the proposed method has been assessed using data obtained from a synthetic bone model as a gold standard and has also been evaluated using data of real patients with scoliotic deformities. Results show that the reconstructed ribs enable a reliable evaluation of the rib axial rotation, which will allow a 3D clinical assessment of the spine and rib cage deformities.
authors.affiliation: École Polytechnique de Montréal, Montreal, Canada; Sainte-Justine Hospital Research Center, Montreal, Canada. Electronic address: sebastien-3.grenier@polymtl.ca.
authors.forename: Sébastien
authors.initials: S
authors.lastname: Grenier
authors.forename: Stefan
authors.initials: S
authors.lastname: Parent
authors.forename: Farida
authors.initials: F
authors.lastname: Cheriet
mesh_terms: D000293:Adolescent; D002648:Child; D006801:Humans; D021621:Imaging, Three-Dimensional / Q000379:methods*; D057285:Precision Medicine / Q000379:methods*; D011859:Radiography; D015203:Reproducibility of Results; D012272:Ribs / Q000000981:diagnostic imaging*; D012600:Scoliosis / Q000000981:diagnostic imaging*
keywords: 3D reconstruction; Clinical assessment; Predictive model; Rib cage; Scoliosis; Semi-automatic segmentation; X-rays