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Mechanistic models play a crucial role in algorithms for numerical problem-solving, particularly in nonlinear mixed effects modeling (NMEM). These models aim to minimize specific objective functions by evaluating various parameter estimates, leading to the development of systematic algorithms. In some cases, linearization techniques approximate the model using linear equations.
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Related Experiment Video

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Author Spotlight: Computing the Effects of a Local Radiofrequency Hyperthermia Intervention on Tumor Biomechanics
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An adaptive finite element model for steerable needles.

Michele Terzano1, Daniele Dini2, Ferdinando Rodriguez Y Baena3

  • 1Department of Engineering and Architecture, University of Parma, Parco Area delle Scienze 181/A, 43124, Parma, Italy.

Biomechanics and Modeling in Mechanobiology
|March 11, 2020
PubMed
Summary
This summary is machine-generated.

A new adaptive finite element algorithm models steerable needle penetration into soft tissues. This simulation tool analyzes tool-tissue interactions to optimize surgical catheter design and aid pre-operative planning.

Keywords:
Cohesive elementsCrack propagationFinite element methodNeedle insertionNeedle steeringProgrammable bevel-tip needle

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Area of Science:

  • Biomechanics
  • Computational mechanics
  • Medical device simulation

Background:

  • Modeling flexible and steerable needle penetration into soft tissues presents significant mechanical challenges.
  • Understanding tool-tissue interactions is crucial for surgical procedures like biopsies and targeted drug delivery.

Purpose of the Study:

  • To develop and validate an adaptive finite element algorithm for simulating steerable needle penetration.
  • To analyze the mechanical behavior and trajectory of steerable needles during insertion into soft materials.

Main Methods:

  • An adaptive finite element algorithm was employed to simulate needle penetration.
  • A cohesive zone model described the fracture process, with crack propagation determined by strain energy density.
  • The simulation focused on a programmable bevel-tip needle design.

Main Results:

  • Simulation results demonstrated the dependence of penetration force and needle trajectory on needle-tissue stiffness and tip offset.
  • A near-linear relationship was observed between programmable bevel offset and needle curvature, aligning with experimental data.
  • The model provided detailed insights into tool-tissue interactions during penetration.

Conclusions:

  • The developed finite element model accurately simulates steerable needle-tissue interactions.
  • This simulation approach offers a reliable method for optimizing surgical catheter design and enhancing pre-operative planning.