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Sensitivity analysis and the inverse problem in the mathematical modelling of tumor ablation using the interstitial hyperthermia

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Citations (Scopus)

Abstract

The paper presents the mathematical modeling of the interstitial hyperthermia process caused by the action of internal applicator using electric field. As one knows, the increase of the tissue temperature causes the destruction of the cancer tissue. To estimate the degree of damage of the tumor tissue the Arrhenius scheme is used. From the point of view of the possibility of supporting thermotherapeutic techniques, it is important to examine the impact of individual parameters occurring in the mathematical model on the degree of tissue destruction. Therefore, it is necessary to estimate, based on the sensitivity analysis methods, which parameter has the greatest effect on the computations results. In the paper also the results of the inverse problem consisting in the simultaneous identification of the selected parameters controlling the process of tissue damage are also shown. The inverse problem is solved using the evolutionary algorithm. As a parameter of the fitness function for the evolutionary algorithm, the Arrhenius integral, which determines the degree of tissue destruction, is applied. The finite element method is used to solve the coupled problem related to the heating of biological tissues.

Original languageEnglish
Title of host publication4th Polish Congress of Mechanics and the 23rd International Conference on Computer Methods in Mechanics
EditorsWitold Cecot, Marek Kozien, Wojciech Lisowski, Kinga Nalepka, Jerzy Pamin, Waclaw Reczek, Blazej Skoczen
PublisherAmerican Institute of Physics Inc.
ISBN (Electronic)9780735419988
DOIs
Publication statusPublished - 22 May 2020
Event4th Polish Congress of Mechanics, PCM 2019 and the 23rd International Conference on Computer Methods in Mechanics, CMM 2019 - Krakow, Poland
Duration: 8 Sept 2019 → 12 Sept 2019

Publication series

NameAIP Conference Proceedings
Volume2239
ISSN (Print)0094-243X
ISSN (Electronic)1551-7616

Conference

Conference4th Polish Congress of Mechanics, PCM 2019 and the 23rd International Conference on Computer Methods in Mechanics, CMM 2019
Country/TerritoryPoland
CityKrakow
Period8/09/19 → 12/09/19

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

ASJC Scopus subject areas

  • General Physics and Astronomy

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