3D simulation of needle-tissue interaction with application to prostate brachytherapy

This paper presents a needle-tissue interaction model that is a 3D extension of prior work based on needle and tissue models discretized using the Finite Element Method. The use of flexible needles necessitates remeshing the tissue during insertion, since simple mesh-node snapping to the tip can be detrimental to the simulation. In this paper, node repositioning and node addition are the two methods of mesh modification examined for coarse meshes. Our focus is on numerical approaches for fast implementation of these techniques. Although the two approaches compared, namely the Woodbury formula (matrix inversion lemma) and the boundary condition switches, have the same computational complexity, the Woodbury formula is shown to perform faster due to its cache-efficient order of operations. Furthermore, node addition is applied in constant time for both approaches, whereas node repositioning requires longer and variable computational times. A method for rendering the needle forces during simulated insertions into a 3D prostate model has been implemented. Combined with a detailed anatomical segmentation, this will be useful in teaching the practice of prostate brachytherapy. Issues related to discretization of such coupled (e.g., needle-tissue) models are also discussed.

[1]  W. M. Butler,et al.  Review of modern prostate brachytherapy , 2000, Proceedings of the 22nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (Cat. No.00CH37143).

[2]  Asako Kimura,et al.  A Prostate Brachytherapy Training Rehearsal System - Simulation of Deformable Needle Insertion , 2002, MICCAI.

[3]  J. Canny,et al.  Real-time simulation of physically realistic global deformations , 2000 .

[4]  Keshav Pingali,et al.  Data-Centric Transformations for Locality Enhancement , 2001, International Journal of Parallel Programming.

[5]  Septimiu E. Salcudean,et al.  Needle insertion modeling and simulation , 2003, IEEE Trans. Robotics Autom..

[6]  James K Hahn,et al.  Cryotherapy simulator for localized prostate cancer. , 2002, Studies in health technology and informatics.

[7]  Xiaogang Wang,et al.  A haptic-enhanced 3D real-time interactive needle insertion simulation for prostate brachytherapy , 2004, Medical Imaging: Image-Guided Procedures.

[8]  S. P. DiMaio,et al.  Modelling, simulation and planning of needle motion in soft tissues , 2003 .

[9]  Kenneth Y. Goldberg,et al.  Needle insertion and radioactive seed implantation in human tissues: simulation and sensitivity analysis , 2003, 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422).

[10]  Susan Fisher,et al.  An improved finite-element contact model for anatomical simulations , 2003, The Visual Computer.

[11]  Morten Bro-Nielsen,et al.  Real‐time Volumetric Deformable Models for Surgery Simulation using Finite Elements and Condensation , 1996, Comput. Graph. Forum.

[12]  Andrew Gosline Simulation of linear elastic media with fluid inclusions , 2003 .

[13]  Ed Anderson,et al.  LAPACK Users' Guide , 1995 .

[14]  B. Geiger Three-dimensional modeling of human organs and its application to diagnosis and surgical planning , 1993 .

[15]  Septimiu E. Salcudean,et al.  Interactive simulation of needle insertion models , 2005, IEEE Transactions on Biomedical Engineering.

[16]  R. Taschereau,et al.  Seed misplacement and stabilizing needles in transperineal permanent prostate implants. , 2000, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.

[17]  Wayne M Butler,et al.  Erectile function after prostate brachytherapy. , 2005, International journal of radiation oncology, biology, physics.

[18]  Septimiu E. Salcudean,et al.  Needle steering and motion planning in soft tissues , 2005, IEEE Transactions on Biomedical Engineering.

[19]  BerkleyJeffrey,et al.  Real-Time Finite Element Modeling for Surgery Simulation , 2004 .

[20]  Jin Seob Kim,et al.  Nonholonomic Modeling of Needle Steering , 2006, Int. J. Robotics Res..

[21]  Demetri Terzopoulos,et al.  Physically-based facial modelling, analysis, and animation , 1990, Comput. Animat. Virtual Worlds.

[22]  Mark A. Ganter,et al.  Real-time finite element modeling for surgery simulation: an application to virtual suturing , 2004, IEEE Transactions on Visualization and Computer Graphics.

[23]  R. Löhner,et al.  Progress in grid generation via the advancing front technique , 2005, Engineering with Computers.

[24]  John F. Canny,et al.  Real-time and physically realistic simulation of global deformation , 1999, SIGGRAPH '99.

[25]  F Tendick,et al.  Virtual environments for training critical skills in laparoscopic surgery. , 1998, Studies in health technology and informatics.

[26]  Brian Mirtich,et al.  A Survey of Deformable Modeling in Computer Graphics , 1997 .

[27]  J. Canny,et al.  Real-time Simulation of Physically Realistic Global Deformation , 1999 .

[28]  Jonathan Richard Shewchuk,et al.  What is a Good Linear Element? Interpolation, Conditioning, and Quality Measures , 2002, IMR.

[29]  Han-Wen Nienhuys,et al.  Cutting in deformable objects , 2003 .

[30]  J. Battermann,et al.  Measurement of prostate rotation during insertion of needles for brachytherapy. , 2005, Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology.