Automated IMRT planning in Pinnacle : A study in head-and-neck cancer

Strahlenther Onkol. 2017 Dec;193(12):1031-1038. doi: 10.1007/s00066-017-1187-9. Epub 2017 Aug 2.

Abstract

Purpose: This study evaluates the performance and planning efficacy of the Auto-Planning (AP) module in the clinical version of Pinnacle 9.10 (Philips Radiation Oncology Systems, Fitchburg, WI, USA).

Methods and materials: Twenty automated intensity-modulated radiotherapy (IMRT) plans were compared with the original manually planned clinical IMRT plans from patients with oropharyngeal cancer.

Results: Auto-Planning with IMRT offers similar coverage of the planning target volume as the original manually planned clinical plans, as well as better sparing of the contralateral parotid gland, contralateral submandibular gland, larynx, mandible, and brainstem. The mean dose of the contralateral parotid gland and contralateral submandibular gland could be reduced by 2.5 Gy and 1.7 Gy on average. The number of monitor units was reduced with an average of 143.9 (18%). Hands-on planning time was reduced from 1.5-3 h to less than 1 h.

Conclusions: The Auto-Planning module was able to produce clinically acceptable head and neck IMRT plans with consistent quality.

Keywords: Auto-Planning; Automated planning; Head and neck cancer; Intensity-modulated radiotherapy; Treatment planning.

Publication types

  • Comparative Study
  • Evaluation Study

MeSH terms

  • Humans
  • Organ Sparing Treatments
  • Organs at Risk / radiation effects*
  • Oropharyngeal Neoplasms / pathology*
  • Oropharyngeal Neoplasms / radiotherapy*
  • Radiation Exposure / analysis
  • Radiotherapy Dosage
  • Radiotherapy Planning, Computer-Assisted / methods*
  • Radiotherapy, Conformal / methods*
  • Reproducibility of Results
  • Sensitivity and Specificity
  • Software*
  • Treatment Outcome