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Proceedings Paper

Patient-specific model of a scoliotic torso for surgical planning
Author(s): Rola Harmouche; Farida Cheriet; Hubert Labelle; Jean Dansereau
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Paper Abstract

A method for the construction of a patient-specific model of a scoliotic torso for surgical planning via inter-patient registration is presented. Magnetic Resonance Images (MRI) of a generic model are registered to surface topography (TP) and X-ray data of a test patient. A partial model is first obtained via thin-plate spline registration between TP and X-ray data of the test patient. The MRIs from the generic model are then fit into the test patient using articulated model registration between the vertebrae of the generic model's MRIs in prone position and the test patient's X-rays in standing position. A non-rigid deformation of the soft tissues is performed using a modified thin-plate spline constrained to maintain bone rigidity and to fit in the space between the vertebrae and the surface of the torso. Results show average Dice values of 0:975 ± 0:012 between the MRIs following inter-patient registration and the surface topography of the test patient, which is comparable to the average value of 0:976 ± 0:009 previously obtained following intra-patient registration. The results also show a significant improvement compared to rigid inter-patient registration. Future work includes validating the method on a larger cohort of patients and incorporating soft tissue stiffness constraints. The method developed can be used to obtain a geometric model of a patient including bone structures, soft tissues and the surface of the torso which can be incorporated in a surgical simulator in order to better predict the outcome of scoliosis surgery, even if MRI data cannot be acquired for the patient.

Paper Details

Date Published: 14 March 2013
PDF: 7 pages
Proc. SPIE 8671, Medical Imaging 2013: Image-Guided Procedures, Robotic Interventions, and Modeling, 867120 (14 March 2013); doi: 10.1117/12.2007753
Show Author Affiliations
Rola Harmouche, École Polytechnique de Montréal (Canada)
Farida Cheriet, École Polytechnique de Montréal (Canada)
Hôpital Ste-Justine (Canada)
Hubert Labelle, Hôpital Ste-Justine, CHU Sainte-Justine (Canada)
Jean Dansereau, École Polytechnique de Montréal (Canada)
Hôpital Ste-Justine, CHU Sainte-Justine (Canada)


Published in SPIE Proceedings Vol. 8671:
Medical Imaging 2013: Image-Guided Procedures, Robotic Interventions, and Modeling
David R. Holmes; Ziv R. Yaniv, Editor(s)

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