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Fluence-map generation for prostate intensity-modulated radiotherapy planning using a deep-neural-network
A deep-neural-network (DNN) was successfully used to predict clinically-acceptable dose distributions from organ contours for intensity-modulated radiotherapy (IMRT). To provide the next step in the DNN-based plan automation, we propose a DNN that directly generates beam fluence maps from the organ...
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| Publicado en: | Sci Rep |
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| Main Authors: | , , , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado: |
Nature Publishing Group UK
2019
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| Assuntos: | |
| Acceso en liña: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6821767/ https://ncbi.nlm.nih.gov/pubmed/31666647 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-52262-x |
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