Machine Learning Methods Uncover Radiomorphologic Dose Patterns in Salivary Glands that Predict Xerostomia in Patients with Head and Neck Cancer

PURPOSE: Patients with head-and-neck cancer (HNC) may experience xerostomia after radiation therapy (RT), which leads to compromised quality of life. The purpose of this study is to explore how the spatial pattern of radiation dose (radiomorphology) in the major salivary glands influences xerostomia...

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Detalles Bibliográficos
Publicado en:Adv Radiat Oncol
Autores principales: Jiang, Wei, Lakshminarayanan, Pranav, Hui, Xuan, Han, Peijin, Cheng, Zhi, Bowers, Michael, Shpitser, Ilya, Siddiqui, Sauleh, Taylor, Russell H., Quon, Harry, McNutt, Todd
Formato: Artigo
Lenguaje:Inglês
Publicado: Elsevier 2018
Materias:
Physics Contribution
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC6460328/
https://ncbi.nlm.nih.gov/pubmed/31011686
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.adro.2018.11.008
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