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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Bibliographic Details
Published in: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
Format: Artigo
Language:Inglês
Published: Elsevier 2018
Subjects:
Physics Contribution
Online Access: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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