Interaction modeling and simulation of a flexible needle insertion into soft tissues
Tangwen Yang, Y. D. Hang, Xingang Zhao, Jianda Han, Wei Xu
- 发表年份
- 2014
- 引用次数
- 7
摘要
Needle puncture is irreplaceable for some percutaneous therapies, like biopsy, brachytherapy treatment, neurosurgery, etc. But needle insertion force deforms soft tissue, making accurate targeting difficult. It thus emerges as an important issue to model the interaction force raised during needle insertion. In this paper, we establish the force model with data acquired from the simulation of a flexible needle insertion into a liver of human being. First, high-quality tetrahedral meshes of the flexible needle and the liver are generated using an adaptive constrained Delaunay tetrahedralization algorithm. Then, the tetrahedral mesh data is integrated into SOFA, an open-source framework, to dynamically simulate the interactive behaviours of the flexible needle insertion into the liver. Finally, interactive force data acquired from the simulations is identified and modelled in three parts, namely, stiffness, friction, and cutting forces. The models established may be used in robotic needle steering and insertion training with computer simulator.
关键词
相关论文
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002