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Exploratory analysis using machine learning to predict for chest wall pain in patients with stage I non‐small‐cell lung cancer treated with stereotactic body radiation therapy

BACKGROUND AND PURPOSE: Chest wall toxicity is observed after stereotactic body radiation therapy (SBRT) for peripherally located lung tumors. We utilize machine learning algorithms to identify toxicity predictors to develop dose–volume constraints. MATERIALS AND METHODS: Twenty‐five patient, tumor,...

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Publicado en:J Appl Clin Med Phys
Main Authors: Chao, Hann‐Hsiang, Valdes, Gilmer, Luna, Jose M., Heskel, Marina, Berman, Abigail T., Solberg, Timothy D., Simone, Charles B.
Formato: Artigo
Idioma:Inglês
Publicado: John Wiley and Sons Inc. 2018
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6123157/
https://ncbi.nlm.nih.gov/pubmed/29992732
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/acm2.12415
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