Three-dimensional reconstruction of In Vivo human lumbar spine from biplanar radiographs.

Comput Med Imaging Graph

Centre for Early Learning in Medicine, Otago Medical School, University of Otago, P.O. Box 56, Dunedin 9016, New Zealand. Electronic address:

Published: March 2022

We present a method for three dimensional (3D) reconstruction of in vivo human lumbar spine from biplanar radiographs with comparable results to Computerised Tomography (CT) scans or Magnetic Resonance Imaging (MRI) models. In this work, we used uncalibrated radiographs to reconstruct the 3D vertebrae and a priori information stored in an Active Shape Model (ASM) that is constructed using the Spherical Demons Algorithm. The method is semi-automatic as bounding boxes are required to delimit the positions of the vertebrae on biplanar radiographs of a patient. Optimisation is based on comparisons between simulated and actual radiographs. Finally, we compare the results to the models generated from MRI and CT scans. The results show the feasibility of generating personalised models of patients from biplanar radiographs.

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http://dx.doi.org/10.1016/j.compmedimag.2021.102011DOI Listing

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