Design of HIFU Treatment Plans using Evolutionary Strategy

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F18%3APU130717" target="_blank" >RIV/00216305:26230/18:PU130717 - isvavai.cz</a>

Výsledek na webu

<a href="https://dl.acm.org/citation.cfm?doid=3205651.3208268" target="_blank" >https://dl.acm.org/citation.cfm?doid=3205651.3208268</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1145/3205651.3208268" target="_blank" >10.1145/3205651.3208268</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Design of HIFU Treatment Plans using Evolutionary Strategy

Popis výsledku v původním jazyce

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 %.

Název v anglickém jazyce

Design of HIFU Treatment Plans using Evolutionary Strategy

Popis výsledku anglicky

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 %.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

—

Návaznosti

R - Projekt Ramcoveho programu EK

Rok uplatnění

2018

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion

ISBN

978-1-4503-5764-7

ISSN

—

e-ISSN

—

Počet stran výsledku

8

Strana od-do

1568-1575

Název nakladatele

Association for Computing Machinery

Místo vydání

Kyoto

Místo konání akce

Kyoto

Datum konání akce

15. 7. 2018

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

—