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Fast simulation of solid tumors thermal ablation treatments with a 3D reaction diffusion model.

机译:使用3D反应扩散模型快速模拟实体瘤热消融治疗。

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摘要

An efficient computational method for near real-time simulation of thermal ablation of tumors via radio frequencies is proposed. Model simulations of the temperature field in a 3D portion of tissue containing the tumoral mass for different patterns of source heating can be used to design the ablation procedure. The availability of a very efficient computational scheme makes it possible to update the predicted outcome of the procedure in real time. In the algorithms proposed here a discretization in space of the governing equations is followed by an adaptive time integration based on implicit multistep formulas. A modification of the ode15s MATLAB function which uses Krylov space iterative methods for the solution of the linear systems arising at each integration step makes it possible to perform the simulations on standard desktop for much finer grids than using the built-in ode15s. The proposed algorithm can be applied to a wide class of nonlinear parabolic differential equations.
机译:提出了一种通过射频近实时模拟肿瘤热消融的有效计算方法。用于源加热的不同模式的包含肿瘤块的组织的3D部分中的温度场的模型模拟可用于设计消融程序。非常有效的计算方案的可用性使得可以实时更新过程的预测结果。在这里提出的算法中,控制方程在空间中离散化,然后是基于隐式多步公式的自适应时间积分。对ode15s MATLAB函数的修改,该函数使用Krylov空间迭代方法来求解每个积分步骤中产生的线性系统,这使得与使用内置ode15相比,可以在标准桌面上执行更精细的网格仿真。所提出的算法可以应用于广泛的非线性抛物线方程。

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