Optimization of Evolutionary Strategy using Island Model to Design HIFU Treatment Plans
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F19%3APU135178" target="_blank" >RIV/00216305:26230/19:PU135178 - isvavai.cz</a>
Result on the web
<a href="https://www.fit.vut.cz/research/publication/12034/" target="_blank" >https://www.fit.vut.cz/research/publication/12034/</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Optimization of Evolutionary Strategy using Island Model to Design HIFU Treatment Plans
Original language description
High Intensity Focused Ultrasound (HIFU) is an emerging technique for non-invasive cancer treatment where malignant tissue is destroyed by thermal ablation. The treatment plan consists of a series of HIFU sonications since one sonication destroys only a small volume of tissue. The high-quality treatment plans with a precise HIFU positioning need to be generated to destroy all malignant tissue and prevent damage to surrounding healthy tissue. Here, we present an optimized evolutionary strategy that uses an island model to design HIFU treatment plans using patient-specific material properties and a realistic thermal model. Although the original strategy was able to create high-quality treatment plans, the execution time too high. The proposed version allows finding the solution more than 6-times faster, moreover, with a higher success rate.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
<a href="/en/project/LQ1602" target="_blank" >LQ1602: IT4Innovations excellence in science</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Sborník semináře PAD 2019
ISBN
978-80-88214-20-5
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
5-8
Publisher name
Academic and Medical Conference Agency
Place of publication
Doksy
Event location
Doksy
Event date
Sep 4, 2019
Type of event by nationality
CST - Celostátní akce
UT code for WoS article
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