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Solving the Time- and Frequency-Multiplexed Problem of Constrained Radiofrequency Induced Hyperthermia

Targeted radiofrequency (RF) heating induced hyperthermia has a wide range of applications, ranging from adjunct anti-cancer treatment to localized release of drugs. Focal RF heating is usually approached using time-consuming nonconvex optimization procedures or approximations, which significantly h...

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Detalles Bibliográficos
Autores principales: Kuehne, Andre, Oberacker, Eva, Waiczies, Helmar, Niendorf, Thoralf
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7281622/
https://www.ncbi.nlm.nih.gov/pubmed/32344914
http://dx.doi.org/10.3390/cancers12051072
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author Kuehne, Andre
Oberacker, Eva
Waiczies, Helmar
Niendorf, Thoralf
author_facet Kuehne, Andre
Oberacker, Eva
Waiczies, Helmar
Niendorf, Thoralf
author_sort Kuehne, Andre
collection PubMed
description Targeted radiofrequency (RF) heating induced hyperthermia has a wide range of applications, ranging from adjunct anti-cancer treatment to localized release of drugs. Focal RF heating is usually approached using time-consuming nonconvex optimization procedures or approximations, which significantly hampers its application. To address this limitation, this work presents an algorithm that recasts the problem as a semidefinite program and quickly solves it to global optimality, even for very large (human voxel) models. The target region and a desired RF power deposition pattern as well as constraints can be freely defined on a voxel level, and the optimum application RF frequencies and time-multiplexed RF excitations are automatically determined. 2D and 3D example applications conducted for test objects containing pure water (r(target) = 19 mm, frequency range: 500–2000 MHz) and for human brain models including brain tumors of various size (r(1) = 20 mm, r(2) = 30 mm, frequency range 100–1000 MHz) and locations (center, off-center, disjoint) demonstrate the applicability and capabilities of the proposed approach. Due to its high performance, the algorithm can solve typical clinical problems in a few seconds, making the presented approach ideally suited for interactive hyperthermia treatment planning, thermal dose and safety management, and the design, rapid evaluation, and comparison of RF applicator configurations.
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spelling pubmed-72816222020-06-17 Solving the Time- and Frequency-Multiplexed Problem of Constrained Radiofrequency Induced Hyperthermia Kuehne, Andre Oberacker, Eva Waiczies, Helmar Niendorf, Thoralf Cancers (Basel) Article Targeted radiofrequency (RF) heating induced hyperthermia has a wide range of applications, ranging from adjunct anti-cancer treatment to localized release of drugs. Focal RF heating is usually approached using time-consuming nonconvex optimization procedures or approximations, which significantly hampers its application. To address this limitation, this work presents an algorithm that recasts the problem as a semidefinite program and quickly solves it to global optimality, even for very large (human voxel) models. The target region and a desired RF power deposition pattern as well as constraints can be freely defined on a voxel level, and the optimum application RF frequencies and time-multiplexed RF excitations are automatically determined. 2D and 3D example applications conducted for test objects containing pure water (r(target) = 19 mm, frequency range: 500–2000 MHz) and for human brain models including brain tumors of various size (r(1) = 20 mm, r(2) = 30 mm, frequency range 100–1000 MHz) and locations (center, off-center, disjoint) demonstrate the applicability and capabilities of the proposed approach. Due to its high performance, the algorithm can solve typical clinical problems in a few seconds, making the presented approach ideally suited for interactive hyperthermia treatment planning, thermal dose and safety management, and the design, rapid evaluation, and comparison of RF applicator configurations. MDPI 2020-04-25 /pmc/articles/PMC7281622/ /pubmed/32344914 http://dx.doi.org/10.3390/cancers12051072 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kuehne, Andre
Oberacker, Eva
Waiczies, Helmar
Niendorf, Thoralf
Solving the Time- and Frequency-Multiplexed Problem of Constrained Radiofrequency Induced Hyperthermia
title Solving the Time- and Frequency-Multiplexed Problem of Constrained Radiofrequency Induced Hyperthermia
title_full Solving the Time- and Frequency-Multiplexed Problem of Constrained Radiofrequency Induced Hyperthermia
title_fullStr Solving the Time- and Frequency-Multiplexed Problem of Constrained Radiofrequency Induced Hyperthermia
title_full_unstemmed Solving the Time- and Frequency-Multiplexed Problem of Constrained Radiofrequency Induced Hyperthermia
title_short Solving the Time- and Frequency-Multiplexed Problem of Constrained Radiofrequency Induced Hyperthermia
title_sort solving the time- and frequency-multiplexed problem of constrained radiofrequency induced hyperthermia
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7281622/
https://www.ncbi.nlm.nih.gov/pubmed/32344914
http://dx.doi.org/10.3390/cancers12051072
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