The impact of organ-at-risk contour variations on automatically generated treatment plans for NSCLC

F. Vaassen*, C. Hazelaar, R. Canters, S. Peeters, S. Petit, W. van Elmpt

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

6 Citations (Web of Science)

Abstract

Background and purpose: Quality of automatic contouring is generally assessed by comparison with manual delineations, but the effect of contour differences on the resulting dose distribution remains unknown. This study evaluated dosimetric differences between treatment plans optimized using various organ-at-risk (OAR) contouring methods.Materials and methods: OARs of twenty lung cancer patients were manually and automatically contoured, after which user-adjustments were made. For each contour set, an automated treatment plan was generated. The dosimetric effect of intra-observer contour variation and the influence of contour variations on treatment plan evaluation and generation were studied using dose-volume histogram (DVH)parameters for thoracic OARs.Results: Dosimetric effect of intra-observer contour variability was highest for Heart D-max (3.4 +/- 6.8 Gy) and lowest for Lungs-GTV D-mean (0.3 +/- 0.4 Gy). The effect of contour variation on treatment plan evaluation was highest for Heart D-max (6.0 +/- 13.4 Gy) and Esophagus D-max (8.7 +/- 17.2 Gy). Dose differences for the various treatment plans, evaluated on the reference (manual) contour, were on average below 1 Gy/1%. For Heart D-mean, higher dose differences were found for overlap with PTV (median 0.2 Gy, 95% 1.7 Gy) vs. no PTV overlap (median 0 Gy, 95% 0.5 Gy). For D-max-parameters, largest dose difference was found between 0-1 cm distance to PTV (median 1.5 Gy, 95% 4.7 Gy).Conclusion: Dose differences arising from automatic contour variations were of the same magnitude or lower than intra-observer contour variability. For Heart D-mean, we recommend delineation errors to be corrected when the heart overlaps with the PTV. For D-max-parameters, we recommend checking contours if the distance is close to PTV (<5 cm). For the lungs, only obvious large errors need to be adjusted. (C) 2021 The Authors. Published by Elsevier B.V.
Original languageEnglish
Pages (from-to)136-142
Number of pages7
JournalRadiotherapy and Oncology
Volume163
DOIs
Publication statusPublished - 1 Oct 2021

Keywords

  • Radiotherapy
  • Automatic contouring
  • Automatic planning
  • Delineation inaccuracies
  • Dosimetric differences
  • Intra-observer variability
  • INTEROBSERVER VARIABILITY
  • CLINICAL-EVALUATION
  • SEGMENTATION
  • ATLAS
  • DELINEATION

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