Cargando…
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...
Autores principales: | , , , , , , , , , |
---|---|
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 |
_version_ | 1783360904497201152 |
---|---|
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. |
format | Online Article Text |
id | pubmed-6172246 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT meinstewart fastrobustdosecalculationongpuforhighprecision1h4he12cand16oiontherapythefrogplatform AT choikyungdon fastrobustdosecalculationongpuforhighprecision1h4he12cand16oiontherapythefrogplatform AT koppbenedikt fastrobustdosecalculationongpuforhighprecision1h4he12cand16oiontherapythefrogplatform AT tessonnierthomas fastrobustdosecalculationongpuforhighprecision1h4he12cand16oiontherapythefrogplatform AT bauerjulia fastrobustdosecalculationongpuforhighprecision1h4he12cand16oiontherapythefrogplatform AT ferrarialfredo fastrobustdosecalculationongpuforhighprecision1h4he12cand16oiontherapythefrogplatform AT habererthomas fastrobustdosecalculationongpuforhighprecision1h4he12cand16oiontherapythefrogplatform AT debusjurgen fastrobustdosecalculationongpuforhighprecision1h4he12cand16oiontherapythefrogplatform AT abdollahiamir fastrobustdosecalculationongpuforhighprecision1h4he12cand16oiontherapythefrogplatform AT mairaniandrea fastrobustdosecalculationongpuforhighprecision1h4he12cand16oiontherapythefrogplatform |