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Spot delivery error predictions for intensity modulated proton therapy using robustness analysis with machine learning
The purpose of this work is to assess the robustness of treatment plans when spot delivery errors were predicted with a machine learning (ML) model for intensity modulated proton therapy (IMPT). Over 6000 machine log files from delivered IMPT treatment plans were included in this study. From these l...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
John Wiley and Sons Inc.
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10161119/ https://www.ncbi.nlm.nih.gov/pubmed/36748663 http://dx.doi.org/10.1002/acm2.13911 |