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Published on: January 6, 2023
An Efficient Modelling-Simulation-Analysis Workflow to Investigate Stump-Socket Interaction Using Patient-Specific,
Ellankavi Ramasamy1, Okan Avci1, Beate Dorow1
1Department of Biomechatronic Systems, Fraunhofer-Institut für Produktionstechnik und Automatisierung (Fraunhofer IPA), Stuttgart, Germany.
This study introduces an efficient workflow for creating detailed residual limb models from MRI scans. The new method accurately predicts deep tissue injury from prosthetic socket fit, outperforming previous models.
Area of Science:
- Biomechanics
- Medical Imaging
- Computational Modeling
Background:
- Simulation-based analysis of socket-stump interaction is hindered by inefficient modeling workflows.
- Detailed, subject-specific computational models are crucial for accurate biomechanical simulations.
Purpose of the Study:
- To develop and validate an efficient modeling-simulation-analysis workflow for subject-specific residual limb models.
- To predict deep tissue injury in residual limbs using finite element (FE) simulations.
- To compare the accuracy of detailed multi-muscle models against fused-muscle models.
Main Methods:
- Generated detailed 3D finite element models of residual limbs from Diffusion Tensor MRI images in under 20 minutes.
- Implemented a nonlinear hyperelastic, transversely isotropic skeletal muscle constitutive law with a deep tissue injury model in LS-DYNA.
- Performed implicit dynamic FE simulations of 2-hour bipedal stance with optimally-fitted and misfitted prosthetic sockets.
Main Results:
- The multi-muscle model predicted significantly higher peak stresses compared to the fused-muscle model (4x lower in fused-muscle).
- Peak interface stress in the individual-muscle model was 2.63 times lower than in deep stump tissues.
- A misfitted socket predicted 16.03% injured residual limb volume with the detailed model, versus 7.65% with the fused-muscle model.
Conclusions:
- The proposed workflow enables rapid generation of subject-specific residual limb models for biomechanical analysis.
- Detailed, anatomically realistic multi-muscle models provide superior prediction of deep tissue injury compared to fused-muscle models.
- This approach has broad applications, including prosthetic fitting optimization, plastic surgery impact prediction, and musculoskeletal system simulations.
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