A fast and robust patient specific Finite Element mesh registration technique: Application to 60 clinical cases

被引:50
作者
Bucki, Marek [1 ]
Lobos, Claudio [2 ]
Payan, Yohan [1 ,3 ]
机构
[1] Univ Grenoble 1, TIMC IMAG Lab, UMR CNRS 5525, F-38706 La Tronche, France
[2] Univ Tecn Federico Santa Maria, Dept Informat, Santiago 8940897, Chile
[3] Univ British Columbia, PIMS Europe, UMI CNRS 3069, Vancouver, BC V6T 1Z2, Canada
关键词
Mesh generation; Finite Element Method; Elastic registration; Mesh repair; MODEL; DEFORMATION; ALGORITHMS; GENERATION; FEMUR; FACE;
D O I
10.1016/j.media.2010.02.003
中图分类号
TP18 [人工智能理论];
学科分类号
140502 [人工智能];
摘要
Finite Element mesh generation remains an important issue for patient specific biomechanical modeling. While some techniques make automatic mesh generation possible, in most cases, manual mesh generation is preferred for better control over the sub-domain representation, element type, layout and refinement that it provides. Yet, this option is time consuming and not suited for intraoperative situations where model generation and computation time is critical. To overcome this problem we propose a fast and automatic mesh generation technique based on the elastic registration of a generic mesh to the specific target organ in conjunction with element regularity and quality correction. This Mesh-Match-and-Repair (MMRep) approach combines control over the mesh structure along with fast and robust meshing capabilities, even in situations where only partial organ geometry is available. The technique was successfully tested on a database of 5 pre-operatively acquired complete femora CT scans, 5 femoral heads partially digitized at intraoperative stage, and 50 CT volumes of patients' heads. In the latter case, both skin and bone surfaces were taken into account by the mesh registration process in order to model the face muscles and fat layers. The MMRep algorithm succeeded in all 60 cases, yielding for each patient a hex-dominant, Atlas based, Finite Element mesh with submillimetric surface representation accuracy, directly exploitable within a commercial FE software. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:303 / 317
页数:15
相关论文
共 45 条
[1]
Variational tetrahedral meshing [J].
Alliez, P ;
Cohen-Steiner, D ;
Yvinec, M ;
Desbrun, M .
ACM TRANSACTIONS ON GRAPHICS, 2005, 24 (03) :617-625
[2]
[Anonymous], 2007, LECT NOTES COMPUT SC
[3]
Computing large deformation metric mappings via geodesic flows of diffeomorphisms [J].
Beg, MF ;
Miller, MI ;
Trouvé, A ;
Younes, L .
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2005, 61 (02) :139-157
[4]
Belytschko Ted., 2006, Nonlinear Finite Elements for Continua and Structures
[5]
BENZINGER EA, 1995, APPL THEOR ELECTROPH, V4, P179
[6]
A METHOD FOR REGISTRATION OF 3-D SHAPES [J].
BESL, PJ ;
MCKAY, ND .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1992, 14 (02) :239-256
[7]
CASTELLANO-SMITH A.D., 2001, PROC MICCAI 01, V2208, P1091, DOI DOI 10.1007/3-540-45468-3_130
[8]
Patient specific finite element model of the face soft tissues for computer-assisted maxillofacial surgery [J].
Chabanas, M ;
Luboz, V ;
Payan, Y .
MEDICAL IMAGE ANALYSIS, 2003, 7 (02) :131-151
[9]
Chabanas M, 2000, LECT NOTES COMPUT SC, V1935, P1068
[10]
CHABANAS M, 2002, LNCS, V2489, P315