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Application of a linear interpolation algorithm in radiation therapy dosimetry for 3D dose point acquisition
Yixiao Guo1, Bo Li2, Yazhou Li1
1Department of Radiation Oncology, Gansu Provincial Hospital, Lanzhou, 730000, People's Republic of China.
Scientific Reports
|March 21, 2023
Summary
Linear interpolation in radiation therapy dosimetry shows errors increase with detector spacing and density variations. Smaller spacing and more detectors improve accuracy, but density differences suggest alternative methods are needed for precise dose reconstruction.
Area of Science:
- Medical Physics
- Radiation Oncology
- Radiotherapy Dosimetry
Background:
- Air-vented ion chambers offer precision in radiation therapy dosimetry.
- Ion chamber detector arrays often lack sufficient spatial sampling for accurate volumetric dose reconstruction.
- Interpolation algorithms are explored to overcome sampling limitations.
Purpose of the Study:
- To investigate the linear interpolation algorithm for volumetric dose reconstruction in Volumetric Modulated Arc Therapy (VMAT).
- To evaluate the impact of ion chamber spacing and anatomical mass density on interpolation accuracy.
- To assess dosimetric differences between treatment planning and reconstructed doses.
Main Methods:
- Acquired plane measurement doses from 83 VMAT plans using Octavius 729, Octavius1500, and MatriXX ion chamber arrays.
- Applied linear interpolation to reconstruct volumetric doses from measured data.
- Evaluated dose-volume histogram metrics for planning target volumes (PTVs) and organs at risk (OARs).
Main Results:
- Dose deviations in PTVs varied: Dmean ranged from 1.5-7.3%, Dmax ranged from 1.6-7.6% depending on the array.
- Average dose/volume deviations for PTVs and OARs were site-dependent, with larger deviations in mediastinum/lung plans (up to 8.9%).
- Smaller detector spacing and higher detector density correlated with reduced interpolation error; lower mass density inhomogeneity improved accuracy.
Conclusions:
- Linear interpolation accuracy is influenced by detector spacing, density, and anatomical variations.
- The performance of linear interpolation in VMAT dosimetry is limited by these factors.
- Alternative interpolation methods are recommended for improved radiotherapy dosimetry accuracy.
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