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Fast robust dose calculation on GPU for high-precision (1)H, (4)He, (12)C and (16)O ion therapy: the FRoG platform

Radiotherapy with protons and heavier ions landmarks a novel era in the field of high-precision cancer therapy. To identify patients most benefiting from this technologically demanding therapy, fast assessment of comparative treatment plans utilizing different ion species is urgently needed. Moreove...

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Autores principales: Mein, Stewart, Choi, Kyungdon, Kopp, Benedikt, Tessonnier, Thomas, Bauer, Julia, Ferrari, Alfredo, Haberer, Thomas, Debus, Jürgen, Abdollahi, Amir, Mairani, Andrea
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6172246/
https://www.ncbi.nlm.nih.gov/pubmed/30287930
http://dx.doi.org/10.1038/s41598-018-33194-4
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author Mein, Stewart
Choi, Kyungdon
Kopp, Benedikt
Tessonnier, Thomas
Bauer, Julia
Ferrari, Alfredo
Haberer, Thomas
Debus, Jürgen
Abdollahi, Amir
Mairani, Andrea
author_facet Mein, Stewart
Choi, Kyungdon
Kopp, Benedikt
Tessonnier, Thomas
Bauer, Julia
Ferrari, Alfredo
Haberer, Thomas
Debus, Jürgen
Abdollahi, Amir
Mairani, Andrea
author_sort Mein, Stewart
collection PubMed
description Radiotherapy with protons and heavier ions landmarks a novel era in the field of high-precision cancer therapy. To identify patients most benefiting from this technologically demanding therapy, fast assessment of comparative treatment plans utilizing different ion species is urgently needed. Moreover, to overcome uncertainties of actual in-vivo physical dose distribution and biological effects elicited by different radiation qualities, development of a reliable high-throughput algorithm is required. To this end, we engineered a unique graphics processing unit (GPU) based software architecture allowing rapid and robust dose calculation. FRoG, Fast Recalculation on GPU, currently operates with four particle beams available at Heidelberg Ion Beam Therapy center, i.e., raster-scanning proton ((1)H), helium ((4)He), carbon ((12)C) and oxygen ions ((16)O). FRoG enables comparative analysis of different models for estimation of physical and biological effective dose in 3D within minutes and in excellent agreement with the gold standard Monte Carlo (MC) simulation. This is a crucial step towards development of next-generation patient specific radiotherapy.
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spelling pubmed-61722462018-10-05 Fast robust dose calculation on GPU for high-precision (1)H, (4)He, (12)C and (16)O ion therapy: the FRoG platform Mein, Stewart Choi, Kyungdon Kopp, Benedikt Tessonnier, Thomas Bauer, Julia Ferrari, Alfredo Haberer, Thomas Debus, Jürgen Abdollahi, Amir Mairani, Andrea Sci Rep Article Radiotherapy with protons and heavier ions landmarks a novel era in the field of high-precision cancer therapy. To identify patients most benefiting from this technologically demanding therapy, fast assessment of comparative treatment plans utilizing different ion species is urgently needed. Moreover, to overcome uncertainties of actual in-vivo physical dose distribution and biological effects elicited by different radiation qualities, development of a reliable high-throughput algorithm is required. To this end, we engineered a unique graphics processing unit (GPU) based software architecture allowing rapid and robust dose calculation. FRoG, Fast Recalculation on GPU, currently operates with four particle beams available at Heidelberg Ion Beam Therapy center, i.e., raster-scanning proton ((1)H), helium ((4)He), carbon ((12)C) and oxygen ions ((16)O). FRoG enables comparative analysis of different models for estimation of physical and biological effective dose in 3D within minutes and in excellent agreement with the gold standard Monte Carlo (MC) simulation. This is a crucial step towards development of next-generation patient specific radiotherapy. Nature Publishing Group UK 2018-10-04 /pmc/articles/PMC6172246/ /pubmed/30287930 http://dx.doi.org/10.1038/s41598-018-33194-4 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Mein, Stewart
Choi, Kyungdon
Kopp, Benedikt
Tessonnier, Thomas
Bauer, Julia
Ferrari, Alfredo
Haberer, Thomas
Debus, Jürgen
Abdollahi, Amir
Mairani, Andrea
Fast robust dose calculation on GPU for high-precision (1)H, (4)He, (12)C and (16)O ion therapy: the FRoG platform
title Fast robust dose calculation on GPU for high-precision (1)H, (4)He, (12)C and (16)O ion therapy: the FRoG platform
title_full Fast robust dose calculation on GPU for high-precision (1)H, (4)He, (12)C and (16)O ion therapy: the FRoG platform
title_fullStr Fast robust dose calculation on GPU for high-precision (1)H, (4)He, (12)C and (16)O ion therapy: the FRoG platform
title_full_unstemmed Fast robust dose calculation on GPU for high-precision (1)H, (4)He, (12)C and (16)O ion therapy: the FRoG platform
title_short Fast robust dose calculation on GPU for high-precision (1)H, (4)He, (12)C and (16)O ion therapy: the FRoG platform
title_sort fast robust dose calculation on gpu for high-precision (1)h, (4)he, (12)c and (16)o ion therapy: the frog platform
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6172246/
https://www.ncbi.nlm.nih.gov/pubmed/30287930
http://dx.doi.org/10.1038/s41598-018-33194-4
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