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| Main Authors: | , , , |
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| Format: | Preprint |
| Published: |
2025
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2503.06000 |
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| _version_ | 1866912265619374080 |
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| author | Boroujeni, Nasim Mirzavand Richard, Jean-Philippe P. Sterling, David Wilke, Christopher |
| author_facet | Boroujeni, Nasim Mirzavand Richard, Jean-Philippe P. Sterling, David Wilke, Christopher |
| contents | High dose rate brachytherapy (HDR-BT) is an appealing treatment option for superficial cancers that permits the delivery of higher local doses than other radiation modalities without a significant increase in toxicity. In order for HDR-BT to be used in these situations, needles through which the radiation source is passed must be strategically placed in close proximity to the patient's body. Currently, this crucial step is performed manually by physicians or medical physicists. The use of 3D-printed masks customized for individual patients has been advocated as a way to more precisely and securely position these needles, with the potential of producing better and safer treatment plans. In this paper, we propose optimization approaches for positioning needles within 3D-printed masks for HDR-BT, focusing on skin cancers. We numerically show that the models we propose efficiently generate more homogeneous plans than those derived manually and provide an alternative to manual placement that can save planning time and enhance plan quality. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2503_06000 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Optimization models for needle placement in 3D-printed masks for high dose rate brachytherapy Boroujeni, Nasim Mirzavand Richard, Jean-Philippe P. Sterling, David Wilke, Christopher Medical Physics Optimization and Control High dose rate brachytherapy (HDR-BT) is an appealing treatment option for superficial cancers that permits the delivery of higher local doses than other radiation modalities without a significant increase in toxicity. In order for HDR-BT to be used in these situations, needles through which the radiation source is passed must be strategically placed in close proximity to the patient's body. Currently, this crucial step is performed manually by physicians or medical physicists. The use of 3D-printed masks customized for individual patients has been advocated as a way to more precisely and securely position these needles, with the potential of producing better and safer treatment plans. In this paper, we propose optimization approaches for positioning needles within 3D-printed masks for HDR-BT, focusing on skin cancers. We numerically show that the models we propose efficiently generate more homogeneous plans than those derived manually and provide an alternative to manual placement that can save planning time and enhance plan quality. |
| title | Optimization models for needle placement in 3D-printed masks for high dose rate brachytherapy |
| topic | Medical Physics Optimization and Control |
| url | https://arxiv.org/abs/2503.06000 |