Application of an artificial intelligence segmentation for deep hyperthermia treatment planning in the pelvic region
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21460%2F23%3A00370894" target="_blank" >RIV/68407700:21460/23:00370894 - isvavai.cz</a>
Result on the web
<a href="https://doi.org/10.14311/AP.2023.63.0383" target="_blank" >https://doi.org/10.14311/AP.2023.63.0383</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.14311/AP.2023.63.0383" target="_blank" >10.14311/AP.2023.63.0383</a>
Alternative languages
Result language
angličtina
Original language name
Application of an artificial intelligence segmentation for deep hyperthermia treatment planning in the pelvic region
Original language description
During a microwave hyperthermia oncology treatment, the target region temperature is elevated to the temperatures of 40–44 °C, which improves the therapeutic effect of a standard radiotherapy and/or chemotherapy treatments. Amplitudes and phases of antenna input signals in the phased array setup surrounding the 3D patient model are optimised with respect to maximise the energy deposition in the target region. In this study, we successfully integrated an automatic artificial intelligence segmentation routine, used for patient-specific 3D model generation, into the hyperthermia treatment planning process. This allows us to apply more realistic patient 3D model for the online hyperthermia guidance including detailed retrospective analyses of the overall treatment quality, possibly leading to a widespread clinical use of the hyperthermia treatment planning.
Czech name
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Czech description
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Classification
Type
J<sub>SC</sub> - Article in a specialist periodical, which is included in the SCOPUS database
CEP classification
—
OECD FORD branch
20601 - Medical engineering
Result continuities
Project
—
Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2023
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Acta Polytechnica
ISSN
1210-2709
e-ISSN
1805-2363
Volume of the periodical
63
Issue of the periodical within the volume
6
Country of publishing house
CZ - CZECH REPUBLIC
Number of pages
7
Pages from-to
383-389
UT code for WoS article
001143265100001
EID of the result in the Scopus database
2-s2.0-85188099536