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2014
Zeitschriftenaufsatz
Titel

Focused ultrasonic therapy planning: Metamodeling, optimization, visualization

Abstract
We present a generic approach for focused ultrasonic therapy planning on the basis of numerical simulation, multi-objective optimization, stochastic analysis and visualization in virtual environments. A realistic test case is used to demonstrate the approach. RBF metamodeling of simulation results is performed for continuous representation of two optimization objectives. The non-convex Pareto front of the objectives is determined by means of non-dominated set and local improvement algorithms. Uncertainties of metamodeling are estimated by means of a cross-validation procedure. The 3D visualization in virtual environment framework Avango allows detailed inspection of MRT images, the corresponding material model and spatial distribution of the resulting thermal dose.
Author(s)
Clees, T.
Hornung, N.
Nikitin, I.
Nikitina, L.
Steffes-lai, D.
Klimenko, S.
Zeitschrift
Journal of computational science
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DOI
10.1016/j.jocs.2014.06.003
Language
Englisch
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