Detail výsledku

Design of HIFU treatment plans using an evolutionary strategy

JAROŠ, M.; TREEBY, B.; JAROŠ, J. Design of HIFU treatment plans using an evolutionary strategy. In GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion. Kyoto: Association for Computing Machinery, 2018. p. 1568-1575. ISBN: 978-1-4503-5764-7.
Typ
článek ve sborníku konference
Jazyk
anglicky
Autoři
Jaroš Marta, Ing., Ph.D., UPSY (FIT)
Treeby Bradley
Jaroš Jiří, prof. Ing., Ph.D., UPSY (FIT)
Abstrakt

High Intensity Focused Ultrasound (HIFU) is an emerging technique for non-invasive cancer treatment where malignant tissue is destroyed by thermal ablation. Since one ablation only allows a small region of tissue to be destroyed, a series of ablations has to be conducted to treat larger volumes. To maximize the treatment outcome and prevent injuries such as skin burns, complex preoperative treatment planning is carried out to determine the focal position and sonication time for each ablation. Here, we present an evolutionary strategy to design HIFU treatment plans using a map of patient specific material properties and a realistic thermal model. The proposed strategy allows high-quality treatment plans to be designed, with the average volume of mistreated and under-treated tissue not exceeding 0.1 %.

Klíčová slova

Evolutionary strategy, HIFU, treatment planning, k-Wave.

URL
Rok
2018
Strany
1568–1575
Sborník
GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion
Konference
Genetic and Evolutionary Computations Conference 2018
ISBN
978-1-4503-5764-7
Vydavatel
Association for Computing Machinery
Místo
Kyoto
DOI
EID Scopus
BibTeX
@inproceedings{BUT155025,
  author="Marta {Jaroš} and Bradley {Treeby} and Jiří {Jaroš}",
  title="Design of HIFU treatment plans using an evolutionary strategy",
  booktitle="GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion",
  year="2018",
  pages="1568--1575",
  publisher="Association for Computing Machinery",
  address="Kyoto",
  doi="10.1145/3205651.3208268",
  isbn="978-1-4503-5764-7",
  url="https://dl.acm.org/citation.cfm?doid=3205651.3208268"
}
Soubory
Projekty
Fotoakustická/ultrazvuková mamoskopie pro dektekci lézí v prsou, MŠMT, Společná technologická iniciativa ECSEL, PAMMOTH, zahájení: 2017-01-01, ukončení: 2021-06-30, ukončen
IT4Innovations excellence in science, MŠMT, Národní program udržitelnosti II, LQ1602, zahájení: 2016-01-01, ukončení: 2020-12-31, ukončen
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