DocumentCode :
2118536
Title :
A new framework for behavior modeling of organs and soft tissue using the Boundary-Element Methods
Author :
Koppel, Dan ; Chandrasekaran, Shiv ; Wang, Yuan-Fang
Author_Institution :
Dept. of Comput. Sci., California Univ., Santa Barbara, CA
fYear :
2008
fDate :
23-28 June 2008
Firstpage :
1
Lastpage :
6
Abstract :
In this paper, a method for modeling the deformation behavior of organs and soft tissue is presented. The purpose is to predict the global deformation effect that arbitrary, time-varying external perturbations have on an organ. The perturbation might be caused by an instrument (e.g., through the surgeonpsilas grasping and pinching actions), or it might be from organ-organ, organ-body-wall collisions in a bodily cavity. A methodology, employing (1) a surface representation based on the Boundary-Element Method-or BEM, of the deformation equations and (2) recently developed linear-algebra techniques (known as the ldquoHierarchical Semi-Separablerdquo matrix representation-or HSS), is proposed. We demonstrate that the proposed framework achieves an almost linear time complexity of O(n1.14), a significant speed up comparing to the traditional O(n3) schemes employing brute-force linear-algebra solution methods based on Finite-Element Method (FEM) formulations. Furthermore, unlike some previous approach, no restriction is placed on the external perturbation pattern and how it can change over time.
Keywords :
biological organs; biological tissues; biology computing; boundary-elements methods; computational complexity; deformation; finite element analysis; linear algebra; behavior modeling; boundary-element method; deformation behavior; deformation equation; finite-element method; global deformation effect; hierarchical semiseparable matrix representation; linear algebra; linear time complexity; organ-body-wall collision; organ-organ collision; organs; soft tissue; surface representation; time-varying external perturbation; Biological materials; Biological tissues; Computer science; Deformable models; Finite element methods; History; Instruments; Integral equations; Surgery; Surges;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Vision and Pattern Recognition Workshops, 2008. CVPRW '08. IEEE Computer Society Conference on
Conference_Location :
Anchorage, AK
ISSN :
2160-7508
Print_ISBN :
978-1-4244-2339-2
Electronic_ISBN :
2160-7508
Type :
conf
DOI :
10.1109/CVPRW.2008.4563080
Filename :
4563080
Link To Document :
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