Dosimetric predictors of patient-reported toxicity after prostate stereotactic body radiotherapy: Analysis of full range of the dose–volume histogram using ensemble machine learning

Volume: 148, Pages: 181 - 188
Published: Jul 1, 2020
Abstract
Background and purpose This study aims to evaluate the associations between dosimetric parameters and patient-reported outcomes, and to identify latent dosimetric parameters that most correlate with acute and subacute patient-reported urinary and rectal toxicity after prostate stereotactic body radiotherapy (SBRT) using machine learning methods. Materials and methods Eighty-six patients who underwent prostate SBRT (40 Gy in 5 fractions) were...
Paper Details
Title
Dosimetric predictors of patient-reported toxicity after prostate stereotactic body radiotherapy: Analysis of full range of the dose–volume histogram using ensemble machine learning
Published Date
Jul 1, 2020
Volume
148
Pages
181 - 188
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