Articles with "surrogate free" as a keyword



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Surrogate-free machine learning-based organ dose reconstruction for pediatric abdominal radiotherapy

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Published in 2020 at "Physics in medicine and biology"

DOI: 10.1088/1361-6560/ab9fcc

Abstract: To study radiotherapy-related adverse effects, detailed dose information (3D distribution) is needed for accurate dose-effect modeling. For childhood cancer survivors who underwent radiotherapy in the pre-CT era, only 2D radiographs were acquired, thus 3D dose… read more here.

Keywords: surrogate free; machine learning; dose reconstruction; radiotherapy ... See more keywords