Eclipse AFI Manual Planning Versus Brainlab Auto-Planning: A Comparison of SRS Plan Quality πŸ“

Author: Dharmin D. Desai, Ellis Lee Johnson, Philip J. Kallenberg, Kapil M. Mishra πŸ‘¨β€πŸ”¬

Affiliation: Spectrum Medical Physics, University of Kentucky, Varian Advanced Oncology Solutions 🌍

Abstract:

Purpose: The β€œAsk For It” (AFI) manual optimization strategy has been shown to generate high quality SRS plans within Eclipse. The purpose of this work is to directly compare manually generated Eclipse-AFI plans to auto-generated plans by the Brainlab Elements TPS.
Methods: Using the CT data set provided by the Radiosurgery Society, 9 PTVs were chosen for this study ranging in volume from 0.19cm3 to 8.05cm3. Five individual SRS cases were constructed using various combinations of the 9 PTVs (1-target, 2-target, 4-target, 5-target, and 9-target) and planned with both Eclipse and Brainlab Elements. The Eclipse plans were generated using 6xFFF beam and VMAT optimization using the AFI strategy. The Brainlab plans were generated using a Pencil Beam Algorithm, a 6xFFF beam, and 3D conformal arcs utilizing the Arc Trajectory Optimization Tool. The Brainlab DICOM doses were imported into Eclipse for evaluation. The Eclipse-AFI and Brainlab plans were compared via intermediate dose spill (R50%), prescription conformality (CIRTOG and CIPaddick), and PTV prescription coverage. In addition, Wilcoxon signed rank tests were performed to assess the differences in the R50%, CIRTOG, and CIPaddick values.
Results: The Eclipse-AFI generated plans showed improved R50%, CIRTOG, and CIPaddick when compared to the Brainlab plans, while maintaining similar PTV coverage (Eclipse-AFI: mean R50%=6.24, mean CIRTOG=1.26, mean CIPaddick=0.78; Brainlab: mean R50%=7.40, mean CIRTOG=1.58, mean CIPaddick=0.64). Based on Wilcoxon signed rank tests, Eclipse-AFI plans showed improvement at the 0.05 confidence level for all three metrics.
Conclusion: BrainLab Element’s ATO generates high quality plans very quickly. Eclipse-AFI plans require a high level of technical expertise to produce better intermediate dose spill and plan conformality than plans generated with Brainlab Elements using the same SRS cases. However, this project studied a small number of SRS cases, and a larger study (in progress) is needed to provide a more definitive conclusion.

Back to List