Comparing parametric solid modelling/reconfiguration, global shape modelling and free-form deformation for the generation of 3D digital models of femurs from X-ray images

At present, computer assisted surgery systems help orthopaedic surgeons both plan and perform surgical procedures. To enable these systems to function, it is crucial to have at one's disposal 3D models of anatomical structures, surgical tools and prostheses (if required). This paper analyses and compares three methods for generating 3D digital models of anatomical structures starting from X-ray images: parametric solid modelling/reconfiguration, global shape modelling and free-form deformation. Seven experiences involving the generation of a femur model were conducted by software developers and different skilled users. These experiences are described in detail and compared at different stages and from different points of view.

[1]  Sabine Coquillart,et al.  Extended free-form deformation: a sculpturing tool for 3D geometric modeling , 1990, SIGGRAPH.

[2]  Anna Maria Fanelli,et al.  Computer-aided simulation for bone surgery , 1993, IEEE Computer Graphics and Applications.

[3]  L Cristofolini,et al.  The 'standardized femur program' proposal for a reference geometry to be used for the creation of finite element models of the femur. , 1996, Journal of biomechanics.

[4]  Phil Fennessy,et al.  Computers for imaging , 2001 .

[5]  George Allen An introduction to solid modelling , 1984, Comput. Graph..

[6]  Y. Koga,et al.  Three-dimensional lower extremity alignment assessment system: application to evaluation of component position after total knee arthroplasty. , 2004, The Journal of arthroplasty.

[7]  Cristian Lorenz,et al.  3D statistical shape models for medical image segmentation , 1999, Second International Conference on 3-D Digital Imaging and Modeling (Cat. No.PR00062).

[8]  P. Leyvraz,et al.  The morphology of the proximal femur. A three-dimensional radiographic analysis. , 1992, The Journal of bone and joint surgery. British volume.

[9]  Dieter Weichert,et al.  Concept and development of an orthotropic FE model of the proximal femur. , 2003, Journal of biomechanics.

[10]  Russell H. Taylor,et al.  Computers in imaging and guided surgery , 2001, Comput. Sci. Eng..

[11]  Laura Caponetti,et al.  3D Bone Reconstruction From Two X-ray Views , 1990, [1990] Proceedings of the Twelfth Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[12]  Thomas W. Sederberg,et al.  Free-form deformation of solid geometric models , 1986, SIGGRAPH.

[13]  P J Prendergast,et al.  Finite element models in tissue mechanics and orthopaedic implant design. , 1997, Clinical biomechanics.

[14]  Russell H. Taylor,et al.  Medical robotics in computer-integrated surgery , 2003, IEEE Trans. Robotics Autom..

[15]  C. Bandera,et al.  Hip joint anatomy virtual and stereolithographic reconstruction for preoperative planning of total hip replacement , 2005 .

[16]  Bob McFarlane Chapter 27 – Introduction to solid modelling , 2002 .

[17]  J R Essinger,et al.  A mathematical model for the evaluation of the behaviour during flexion of condylar-type knee prostheses. , 1989, Journal of biomechanics.

[18]  Y-H Kim,et al.  Three-dimensional reconstruction of human femur using consecutive computer tomography images and simulated implantation system , 2004, Journal of medical engineering & technology.

[19]  Martin Styner,et al.  Bone model morphing for enhanced surgical visualization , 2004, 2004 2nd IEEE International Symposium on Biomedical Imaging: Nano to Macro (IEEE Cat No. 04EX821).

[20]  D Mitton,et al.  A Biplanar Reconstruction Method Based on 2D and 3D Contours: Application to the Distal Femur , 2003, Computer methods in biomechanics and biomedical engineering.

[21]  佐藤 卓,et al.  Three-dimensional lower extremity alignment assessment system : application to evaluation of component position after total knee arthroplasty , 2004 .

[22]  Banchong Mahaisavariya,et al.  Morphological study of the proximal femur: a new method of geometrical assessment using 3-dimensional reverse engineering. , 2002, Medical engineering & physics.

[23]  Stéphane Lavallée,et al.  Incorporating a statistically based shape model into a system for computer-assisted anterior cruciate ligament surgery , 1999, Medical Image Anal..

[24]  P. M. Calderale,et al.  Radiograph-based femur morphing method , 2005, Medical and Biological Engineering and Computing.

[25]  L Cristofolini,et al.  Mechanical validation of whole bone composite femur models. , 1996, Journal of biomechanics.

[26]  Hans-Christian Hege,et al.  A 3D statistical shape model of the pelvic bone for segmentation , 2004, SPIE Medical Imaging.

[27]  P. Leyvraz,et al.  Three-dimensional morphology of the proximal femur. , 1997, The Journal of arthroplasty.

[28]  Erwin Keeve,et al.  Fast generation of 3D bone models for craniofacial surgical planning: an interactive approach , 2002 .

[29]  L. Holly Image‐guided spinal surgery , 2006, The international journal of medical robotics + computer assisted surgery : MRCAS.

[30]  Beat Schmutz,et al.  Development and validation of a generic 3D model of the distal femur , 2006, Computer methods in biomechanics and biomedical engineering.

[31]  Kenji Shimada,et al.  Three-dimensional bone shape reconstruction from X-ray images using hierarchical free-form deformation and nonlinear optimization , 2004, CARS.

[32]  Vera B. Anand Computer Graphics and Geometric Modeling for Engineers , 1993 .