Distributed Evolutionary Design of High Intensity Focused Ultrasound Treatment Plans
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F21%3APU142936" target="_blank" >RIV/00216305:26230/21:PU142936 - isvavai.cz</a>
Result on the web
<a href="https://www.fit.vut.cz/research/publication/12560/" target="_blank" >https://www.fit.vut.cz/research/publication/12560/</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/SMC52423.2021.9658580" target="_blank" >10.1109/SMC52423.2021.9658580</a>
Alternative languages
Result language
angličtina
Original language name
Distributed Evolutionary Design of High Intensity Focused Ultrasound Treatment Plans
Original language description
High-Intensity Focused Ultrasound (HIFU) is a modern and still evolving technique used to treat a variety of solid malignant cells in a well-defined volume including breast, liver, pancreas, prostate or uterine broids or other general soft-tissue sarcomas. HIFU treatments allow a noninvasive and non-ionising approach when compared to more conventional cancer treatments, such as radio and chemo-therapy or open surgery, which can lead to a multitude of complications after the treatment. In recent years, a realistic thermal model accounting for patient-specific materials to design HIFU treatment plans was introduced, along with an evolutionary strategy to optimize them. However, the execution times of this model is too prohibitive to allow for a routine use. This paper presents a comparison of two distinct distributed evolutionary models employing a further optimized fitness model. The experiments show up to 6 times decrease in the evolution time. These improvements allowed to investigate a new real-life based benchmark and use-case.
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/GA19-10137S" target="_blank" >GA19-10137S: Designing and exploiting libraries of approximate circuits</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2021
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
IEEE International Conference on Systems, Man and Cybernetics
ISBN
978-1-6654-4207-7
ISSN
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e-ISSN
—
Number of pages
6
Pages from-to
2203-2208
Publisher name
IEEE Circuits and Systems Society
Place of publication
Melbourne
Event location
Melbourne
Event date
Oct 17, 2021
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000800532002030