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| Main Authors: | , , , , , , , , |
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| Format: | Preprint |
| Published: |
2024
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2410.21823 |
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| _version_ | 1866917821361946624 |
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| author | Arbor, Nicolas Bartolucci, Laurent Dai, Botao Azhar, Halima El Galmiche, Pierre Jarnet, Delphine de Papigny, Michel de Mathelin Meyer, Philippe Seo, Hyewon |
| author_facet | Arbor, Nicolas Bartolucci, Laurent Dai, Botao Azhar, Halima El Galmiche, Pierre Jarnet, Delphine de Papigny, Michel de Mathelin Meyer, Philippe Seo, Hyewon |
| contents | Skin dose in radiotherapy is a key issue for reducing patient side effects, but dose calculations in this high-gradient region remains a challenge. To support radiation therapists and medical physicist in their decisions, a computational tool has been developed to systematically recalculate the skin dose for each treatment session, taking into account changes in breast geometry. This tool is based on Monte Carlo skin dose calculations from deformed vector fields (DVF)-driven CT images, using 3D-scanner data. The application of deformation fields to the initial patient CT, as well as the validation of Monte Carlo skin dose calculations and comparison with TPS algorithm, are presented. The tool is currently being evaluated using data from a clinical study involving 60 patients (MorphoBreast3D). |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2410_21823 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Skin dose in breast radiation therapy: Monte Carlo calculations from deformed vector fields (DVF)-driven CT images Arbor, Nicolas Bartolucci, Laurent Dai, Botao Azhar, Halima El Galmiche, Pierre Jarnet, Delphine de Papigny, Michel de Mathelin Meyer, Philippe Seo, Hyewon Medical Physics Skin dose in radiotherapy is a key issue for reducing patient side effects, but dose calculations in this high-gradient region remains a challenge. To support radiation therapists and medical physicist in their decisions, a computational tool has been developed to systematically recalculate the skin dose for each treatment session, taking into account changes in breast geometry. This tool is based on Monte Carlo skin dose calculations from deformed vector fields (DVF)-driven CT images, using 3D-scanner data. The application of deformation fields to the initial patient CT, as well as the validation of Monte Carlo skin dose calculations and comparison with TPS algorithm, are presented. The tool is currently being evaluated using data from a clinical study involving 60 patients (MorphoBreast3D). |
| title | Skin dose in breast radiation therapy: Monte Carlo calculations from deformed vector fields (DVF)-driven CT images |
| topic | Medical Physics |
| url | https://arxiv.org/abs/2410.21823 |