In this paper we present a new population-based implant design methodology, which advances the state-of-the-art approaches by combining shape and bone quality information into the design strategy. The method may enhance the mechanical stability of the fixation and reduces the intra-operative in-plane bending which might impede the functionality of the locking mechanism. The computational method is presented for the case of mandibular locking fixation plates, where the mandibular angle and the bone quality at screw locations are taken into account. The method automatically derives the mandibular angle and the bone thickness and intensity values at the path of every screw from a set of computed tomography images. An optimization strategy is then used to optimize the two parameters of plate angle and screw position. The method was applied to two populations of different genders. Results for the new design are presented along with a comparison with a commercially available mandibular locking fixation plate (MODUS® TriLock® 2.0/2.3/2.5, Medartis AG, Basel, Switzerland). The proposed designs resulted in a statistically significant improvement in the available bone thickness when compared to the standard plate. There is a higher probability that the proposed implants cover areas of thicker cortical bone without compromising the bone mineral density around the screws. The obtained results allowed us to conclude that an angle and screw separation of 129° and 9 mm for females and 121° and 10 mm for males are more suitable designs than the commercially available 120° and 9 mm.
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Similar content being viewed by others Explore related subjectsDiscover the latest articles and news from researchers in related subjects, suggested using machine learning. AbbreviationsComputed tomography
Distance between adjacent screw holes
Deformation vector field
Objective functuion
Local voxel intensity
Intensity value
Number of sampled voxels along one screw path
Number of screws in one region
Number of image datasets
Specific anatomical region
Set of anatomical regions
Local bone thickness
Plate angle–mandibular or gonial angle
Bone thickness
Weighting factors
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This work was carried out within the frame of the National Center of Competence in Research, Computer-Aided and Image-Guided Medical Interventions (NCCR Co-Me), supported by the funds of the Swiss National Science Foundation (SNSF).
Author information Authors and AffiliationsInstitute for Surgical Technology and Biomechanics, University of Bern, Stauffacherstrasse 78, 3014, Bern, Switzerland
Habib Bousleiman, Lutz-Peter Nolte & Mauricio Reyes
Department of Cranio-Maxillofacial Surgery, University of Bern, Inselspital, 3010, Bern, Switzerland
Tateyuki Iizuka
Correspondence to Habib Bousleiman.
Additional informationAssociate Editor Mona Kamal Marei oversaw the review of this article.
About this article Cite this articleBousleiman, H., Iizuka, T., Nolte, LP. et al. Population-Based Design of Mandibular Fixation Plates with Bone Quality and Morphology Considerations. Ann Biomed Eng 41, 377–384 (2013). https://doi.org/10.1007/s10439-012-0671-8
Received: 12 June 2012
Accepted: 29 September 2012
Published: 10 October 2012
Issue Date: February 2013
DOI: https://doi.org/10.1007/s10439-012-0671-8
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