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Microwave ablation modeling with AMICA antenna: Validation by means a numerical analysis
A Cafarchio1, M Iasiello2, G P Vanoli1
1Dipartimento di Medicina e Scienze della Salute DIMES, Università degli Studi del Molise, Campobasso, Italy.
Computers in Biology and Medicine
|November 10, 2023
Summary
A new predictive model accurately guides physicians during microwave thermal ablation for liver tumors, minimizing collateral damage. This validated model shows high precision in predicting ablation size and shape in both ex-vivo and in-vivo studies.
Area of Science:
- Biomedical Engineering
- Medical Physics
- Oncology
Background:
- Percutaneous microwave thermal ablation uses electromagnetic waves for dielectric heating, a common tumor treatment.
- Minimizing collateral damage during ablation requires precise procedural guidance.
Purpose of the Study:
- To validate a predictive model for percutaneous microwave thermal ablation procedures.
- To provide physicians with guidelines for avoiding collateral damage during tumor treatment.
Main Methods:
- A finite element model using COMSOL Multiphysics with variable-porosity and Local Thermal Non-Equilibrium (LTNE) equations.
- A tuning-parameter approach was employed, varying blood flow velocity and direction for in-vivo simulations.
- Model validation involved regression analysis comparing simulation results with ex-vivo and in-vivo datasets.
Main Results:
- The model accurately predicted ex-vivo ablated area size and shape with <10% overestimation.
- For in-vivo data, the ablated volume was predicted with a 6% underestimation.
- The sphericity index prediction (0.75) closely matched in-vivo data (0.62).
Conclusions:
- The developed predictive model demonstrates good performance for microwave ablation of liver tumors.
- The model accurately predicts ablation dimensions and sphericity index for both ex-vivo and in-vivo data.
- Further development and validation are necessary to enhance in-vivo application accuracy and reliability.
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