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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Detalhes bibliográficos
Publicado no:Adv Radiat Oncol
Main Authors: 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
Idioma:Inglês
Publicado em: Elsevier 2018
Assuntos:
Physics Contribution
Acesso em linha: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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