An electromechanical based deformable model for soft tissue simulation

Artif Intell Med. 2009 Nov;47(3):275-88. doi: 10.1016/j.artmed.2009.08.003. Epub 2009 Oct 9.

Abstract

Objective: Soft tissue deformation is of great importance to surgery simulation. Although a significant amount of research efforts have been dedicated to simulating the behaviours of soft tissues, modelling of soft tissue deformation is still a challenging problem. This paper presents a new deformable model for simulation of soft tissue deformation from the electromechanical viewpoint of soft tissues.

Methods and material: Soft tissue deformation is formulated as a reaction-diffusion process coupled with a mechanical load. The mechanical load applied to a soft tissue to cause a deformation is incorporated into the reaction-diffusion system, and consequently distributed among mass points of the soft tissue. Reaction-diffusion of mechanical load and non-rigid mechanics of motion are combined to govern the simulation dynamics of soft tissue deformation.

Results: An improved reaction-diffusion model is developed to describe the distribution of the mechanical load in soft tissues. A three-layer artificial cellular neural network is constructed to solve the reaction-diffusion model for real-time simulation of soft tissue deformation. A gradient based method is established to derive internal forces from the distribution of the mechanical load. Integration with a haptic device has also been achieved to simulate soft tissue deformation with haptic feedback.

Conclusions: The proposed methodology does not only predict the typical behaviours of living tissues, but it also accepts both local and large-range deformations. It also accommodates isotropic, anisotropic and inhomogeneous deformations by simple modification of diffusion coefficients.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Artificial Intelligence*
  • Biomechanical Phenomena
  • Computer Graphics
  • Computer Simulation*
  • Connective Tissue / anatomy & histology*
  • Elasticity
  • Feedback
  • Humans
  • Imaging, Three-Dimensional
  • Models, Biological*
  • Pliability
  • Stress, Mechanical
  • Surgical Procedures, Operative*