Detail publikačního výsledku

Optimization of Evolutionary Strategy using Island Model to Design HIFU Treatment Plans

KUKLIŠ, F.

Originální název

Optimization of Evolutionary Strategy using Island Model to Design HIFU Treatment Plans

Anglický název

Optimization of Evolutionary Strategy using Island Model to Design HIFU Treatment Plans

Druh

Stať ve sborníku mimo WoS a Scopus

Originální abstrakt

High Intensity Focused Ultrasound (HIFU) is anemerging technique for non-invasive cancer treatment wheremalignant tissue is destroyed by thermal ablation. The treatmentplan consists of a series of HIFU sonications since one sonicationdestroys only a small volume of tissue. The high-quality treatmentplans with a precise HIFU positioning need to be generated todestroy all malignant tissue and prevent damage to surroundinghealthy tissue. Here, we present an optimized evolutionarystrategy that uses an island model to design HIFU treatment plansusing patient-specific material properties and a realistic thermalmodel. Although the original strategy was able to create high-quality treatment plans, the execution time too high. The proposedversion allows finding the solution more than 6-times faster,moreover, with a higher success rate.

Anglický abstrakt

High Intensity Focused Ultrasound (HIFU) is anemerging technique for non-invasive cancer treatment wheremalignant tissue is destroyed by thermal ablation. The treatmentplan consists of a series of HIFU sonications since one sonicationdestroys only a small volume of tissue. The high-quality treatmentplans with a precise HIFU positioning need to be generated todestroy all malignant tissue and prevent damage to surroundinghealthy tissue. Here, we present an optimized evolutionarystrategy that uses an island model to design HIFU treatment plansusing patient-specific material properties and a realistic thermalmodel. Although the original strategy was able to create high-quality treatment plans, the execution time too high. The proposedversion allows finding the solution more than 6-times faster,moreover, with a higher success rate.

Klíčová slova

treatment planning, HIFU, evolutionary strategy, island model

Klíčová slova v angličtině

treatment planning, HIFU, evolutionary strategy, island model

Autoři

KUKLIŠ, F.

Rok RIV

2020

Vydáno

04.08.2019

Nakladatel

Academic and Medical Conference Agency

Místo

Doksy

ISBN

978-80-88214-20-5

Kniha

Sborník semináře PAD 2019

Strany od

5

Strany do

8

Strany počet

4

URL

https://www.fit.vut.cz/research/publication/12034/

BibTex

@inproceedings{BUT161855,
  author="Filip {Kukliš}",
  title="Optimization of Evolutionary Strategy using Island Model to Design HIFU Treatment Plans",
  booktitle="Sborník semináře PAD 2019",
  year="2019",
  pages="5--8",
  publisher="Academic and Medical Conference Agency",
  address="Doksy",
  isbn="978-80-88214-20-5",
  url="https://www.fit.vut.cz/research/publication/12034/"
}

Dokumenty

PAD2019-ikuklis