Title :
Impact of nonlinear heat transfer on temperature control in regional hyperthermia
Author :
Lang, Jens ; Erdmann, Bodo ; Seebass, Martin
Author_Institution :
Konrad-Zuse-Zentrum fur Informationstech., Berlin, Germany
Abstract :
We describe an optimization process specially designed for regional hyperthermia of deep-seated tumors in order to achieve desired steady-state temperature distributions. A nonlinear three-dimensional heat transfer model based on temperature-dependent blood perfusion is applied to predict the temperature. Using linearly implicit methods in time and adaptive multilevel finite elements in space, we are able to integrate efficiently the instationary nonlinear heat equation with high accuracy. Optimal heating is obtained by minimizing an integral objective function which measures the distance between desired and model predicted temperatures. A sequence of minima is calculated from successively improved constant-rate perfusion models employing a damped Newton method in an inner iteration. We compare temperature distributions for two individual patients calculated on coarse and fine spatial grids and present numerical results of optimizations for a Sigma 60 Applicator of the BSD 2000 Hyperthermia System.
Keywords :
Newton method; biocontrol; haemorheology; heat transfer; hyperthermia; medical computing; mesh generation; optimisation; partial differential equations; physiological models; piecewise linear techniques; radiofrequency heating; temperature control; temperature distribution; tumours; 3D heat transfer model; BSD 2000 Hyperthermia System; Sigma 60 Applicator; adaptive multilevel finite elements in space; coarse spatial grids; constant-rate perfusion models; damped Newton method; deep-seated tumors; fine spatial grids; high accuracy; inner iteration; integral objective function; linearly implicit methods in time; mesh control; model predicted temperatures; nonlinear heat transfer; nonstationary nonlinear heat equation; optimal heating; optimization process; regional hyperthermia; steady-state temperature distributions; temperature control; temperature-dependent blood perfusion; Design optimization; Heat transfer; Hyperthermia; Neoplasms; Predictive models; Process design; Space heating; Steady-state; Temperature control; Temperature distribution; Algorithms; Bone and Bones; Computer Simulation; Heat; Humans; Hyperthermia, Induced; Models, Anatomic; Models, Biological; Muscles; Neoplasms; Nonlinear Dynamics; Tomography, X-Ray Computed;
Journal_Title :
Biomedical Engineering, IEEE Transactions on