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Neural network and spline-based regression for the prediction of salivary hypofunction in patients undergoing radiation therapy
BACKGROUND: This study leverages a large retrospective cohort of head and neck cancer patients in order to develop machine learning models to predict radiation induced hyposalivation from dose-volume histograms of the parotid glands. METHODS: The pre and post-radiotherapy salivary flow rates of 510...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10165827/ https://www.ncbi.nlm.nih.gov/pubmed/37158946 http://dx.doi.org/10.1186/s13014-023-02274-9 |