To facilitate the design of the serialized implants and to satisfy the requirements of the population, a novel method is put forward for constructing an average bone model (ABM) with semantic parameters as a template. First, the ABM is created from the existing bone models, among which each bone has an equal contribution to the ABM. Second, combined with medical semantics, some characteristic points and semantic parameters are defined on the ABM, and then, parameter values for each bone can be automatically obtained through its registration and deformation to the ABM. Finally, an average bone template (ABT) is constructed by configuring the semantic parameters and by building the constraints between parameters. Taking 100 femur models as samples, we construct the ABT, and the template can be easily extended to generate a new average template through the given average equation.
Issue Section:
Research Papers
References
1.
Ogden
, C. L.
, Fryar
, C. D.
, Carroll
, M. D.
, and Flegal
, K. M.
, 2004
, “Mean Body Weight, Height, and Body Mass Index: United States
,” Adv. Data
, 347
, pp. 1
–17
.https://www.researchgate.net/profile/Katherine_Flegal/publication/8183212_Mean_Body_Weight_Height_and_Body_Mass_Index_United_States_1960-2002/links/57e17f0508aed96fbbb06e6f.pdf2.
Harrysson
, O. L.
, Hosni
, Y. A.
, and Nayfeh
, J. F.
, 2007
, “Custom-Designed Orthopedic Implants Evaluated Using Finite Element Analysis of Patient-Specific Computed Tomography Data: Femoral-Component Case Study
,” BMC Musculoskeletal Disord.
, 8
(1
), p. 91
.3.
Manić
, M.
, Stamenković
, Z.
, Mitković
, M.
, Stojković
, M.
, and Shephard
, D. E.
, 2015
, “Design of 3D Model of Customized Anatomically Adjusted Implants
,” Facta Univ., Ser.: Mech. Eng.
, 13
(3
), pp. 269
–282
.http://casopisi.junis.ni.ac.rs/index.php/FUMechEng/article/view/11534.
Neto
, R.
, Marques
, T.
, Marta
, M.
, Leal
, N.
, Couto
, M.
, and Machado
, M.
, 2015
, “Digital-Based Engineering Tools for Tailored Design of Medical Implants
,” New Trends in Mechanism and Machine Science
, Springer
, Cham, Switzerland
, pp. 733
–741
.5.
Arnone
, J. C.
, El-Gizawy
, A. S.
, Crist
, B. D.
, Della Rocca
, G. J.
, and Ward
, C. V.
, 2013
, “Computer-Aided Engineering Approach for Parametric Investigation of Locked Plating Systems Design
,” ASME J. Med. Dev.
, 7
(2
), p. 021001
.6.
Koen
, E.
, and Vinod
, K.
, 2012
, “Finding the Best Fit: Anatomical Data Mining Can Improve the Results for Standard Implant Design
,” Orthop. Design Tech.
, 2012
(3), pp. 56–59.http://www.odtmag.com/contents/view_features/2012-05-18/finding-the-best-fit/7.
Kozic
, N.
, Weber
, S.
, Büchler
, P.
, Lutz
, C.
, Reimers
, N.
, Ballester
, M. A. G.
, and Reyes
, M.
, 2010
, “Optimisation of Orthopaedic Implant Design Using Statistical Shape Space Analysis Based on Level Sets
,” Med. Images Anal.
, 14
(3
), pp. 265
–275
.8.
Arnone
, J. C.
, Ward
, C. V.
, Della Rocca
, G. J.
, Crist
, B. D.
, and El-Gizawy
, A. S.
, 2010
, “Simulation-Based Design of Orthopedic Trauma Implants
,” ASME
Paper No. IMECE2010-40936.9.
Botsch
, M.
, and Sorkine
, O.
, 2008
, “On Linear Variational Surface Deformation Methods
,” IEEE Trans. Visualization Comput. Graphics
, 14
(1
), pp. 213
–230
.10.
Yumer
, M. E.
, Chaudhuri
, S.
, Hodgins
, J. K.
, and Kara
, L. B.
, 2015
, “Semantic Shape Editing Using Deformation Handles
,” ACM Trans. Graphics
, 34
(4
), p. 86
.11.
Yumer
, M. E.
, and Kara
, L. B.
, 2014
, “Co-Constrained Handles for Deformation in Shape Collections
,” ACM Trans. Graphics
, 33
(6
), p. 187
.12.
Nyirenda
, P. J.
, and Bronsvoort
, W. F.
, 2008
, “Numeric and Curve Parameters for Freeform Surface Feature Models
,” Comput. Aided Des.
, 40
(8
), pp. 839
–851
.13.
Langerak
, T. R.
, 2010
, “Local Parameterization of Freeform Shapes Using Freeform Feature Recognition
,” Comput. Aided Des.
, 42
(8
), pp. 682
–692
.14.
He
, K.
, Chen
, Z.
, Jiang
, J.
, and Wang
, L.
, 2014
, “Creation of User-Defined Freeform Feature From Surface Models Based on Characteristic Curves
,” Comput. Ind.
, 65
(4
), pp. 598
–609
.15.
Kim
, V. G.
, Li
, W.
, Mitra
, N. J.
, Chaudhuri
, S.
, DiVerdi
, S.
, and Funkhouser
, T.
, 2013
, “Learning Part-Based Templates From Large Collections of 3D Shapes
,” ACM Trans. Graphics
, 32
(4
), p. 70
.16.
Allen
, B.
, Curless
, B.
, and Popović
, Z.
, 2003
, “The Space of Human Body Shapes: Reconstruction and Parameterization From Range Scans
,” ACM Trans. Graphics
, 22
(3
), pp. 587
–594
.17.
Li
, X.
, Yin
, Z.
, Wei
, L.
, Wan
, S.
, Yu
, W.
, and Li
, M.
, 2011
, “Symmetry and Template Guided Completion of Damaged Skulls
,” Comput. Graphics
, 35
(4
), pp. 885
–893
.18.
Yeh
, I. C.
, Lin
, C. H.
, Sorkine
, O.
, and Lee
, T. Y.
, 2011
, “Template-Based 3D Model Fitting Using Dual-Domain Relaxation
,” IEEE Trans. Visualization Comput. Graphics
, 17
(8
), pp. 1178
–1190
.19.
Sorkine
, O.
, Cohen-Or
, D.
, Lipman
, Y.
, Alexa
, M.
, Rössl
, C.
, and Seidel
, H. P.
, 2004
, “Laplacian Surface Editing
,” 2004 Eurographics/ACM
SIGGRAPH
Symposium on Geometry Processing, Nice, France, July 8–10, pp. 175
–184
.20.
Thomas
, T. P.
, Anderson
, D. D.
, Willisc
, A. R.
, Liu
, P.
, Marsh
, J. L.
, and Brown
, T. D.
, 2011
, “Virtual Pre-Operative Reconstruction Planning for Comminuted Articular Fractures
,” Clin. Biomech.
, 26
(2
), pp. 109
–115
.21.
Tam
, G. K.
, Cheng
, Z. Q.
, Lai
, Y. K.
, Langbein
, F. C.
, Liu
, Y.
, Marshall
, D.
, and Rosin
, P. L.
, 2013
, “Registration of 3D Point Clouds and Meshes: A Survey From Rigid to Nonrigid
,” IEEE Trans. Visualization Comput. Graphics
, 19
(7
), pp. 1199
–1217
.22.
Myronenko
, A.
, and Song
, X.
, 2010
, “Point Set Registration: Coherent Point Drift
,” IEEE Trans. Pattern Anal. Mach. Intell.
, 32
(12
), pp. 2262
–2275
.Copyright © 2017 by ASME
You do not currently have access to this content.
