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Synapse
February 27, 20260 citations

Dysphagia optimized knowledge-based planning for head and neck cancer.

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TTTu ThiKLKirk LucaJRJustin Roper

Key Points

  • The research aims to enhance the sparing of swallowing structures during treatment planning for head and neck cancer.
  • Targeted addition of individually contoured constrictors to the existing planning model.
  • Evaluation of plan quality and organs-at-risk dose levels post-optimization.
  • Comparison against clinical thresholds for safety.
  • Significant improvement in sparing swallowing structures observed.
  • No compromise in overall plan quality noted.
  • Organs-at-risk doses remained within clinical thresholds.

Abstract

Targeted addition of a small number of cases with individually contoured constrictors to an existing model significantly improved sparing of swallowing structures, without compromising overall plan quality or increasing organs-at-risk (OAR) doses beyond clinical thresholds, highlighting that modest, focused data augmentation can yield clinically meaningful gains.

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Cite This Study

Thi et al. (2026) studied this question.

synapsesocial.com/papers/69a13571ed1d949a99abf403https://doi.org/10.1002/acm2.70519
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