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Radiation Planning Assistant - A Streamlined, Fully Automated Radiotherapy Treatment Planning System
Published on: April 11, 2018
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Treatment Planning System for Electron FLASH Radiation Therapy: Open-Source for Clinical Implementation.
Mahbubur Rahman1, M Ramish Ashraf1, David J Gladstone2
1Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire.
International Journal of Radiation Oncology, Biology, Physics
|November 11, 2021
Summary
A new Monte Carlo model for ultrahigh dose-rate electron FLASH radiation therapy (eFLASH-RT) was developed and implemented in treatment planning software. This enables comparable plan quality to conventional RT, facilitating clinical translation.
Area of Science:
- Medical Physics
- Radiation Oncology
- Computational Modeling
Background:
- Ultrahigh dose-rate electron FLASH radiation therapy (eFLASH-RT) offers potential clinical advantages.
- Accurate beam modeling in treatment planning systems (TPS) is crucial for clinical implementation.
- Existing TPS may not fully support novel eFLASH-RT techniques.
Purpose of the Study:
- To develop and implement a Monte Carlo (MC) beam model for a modified ultrahigh dose-rate electron FLASH linear accelerator (LINAC) in a clinical TPS (Varian Eclipse).
- To validate the MC beam model using clinical measurements and assess its accuracy for eFLASH-RT.
- To evaluate the clinical planning capabilities of the implemented model for both preclinical and human patient cases.
Main Methods:
- Modeled the LINAC head using the Geant4-based GAMOS MC toolkit.
- Varied beam parameters (energy spectrum, emittance cone angle) to match measured percent depth dose (PDD) and lateral profiles.
- Validated the model and its Eclipse configuration with clinical applicator measurements and performed MC forward dose calculations.
- Compared eFLASH-RT and conventional (Conv-) RT electron plans for a human patient.
Main Results:
- The eFLASH beam model achieved best agreement with measurements at specific energy spectrum and emittance cone angle parameters.
- The model and TPS configuration were validated to clinically acceptable accuracy, with small average errors in PDD and lateral profiles.
- MC calculations demonstrated adequate dose delivery for a mouse whole-brain treatment and comparable plan quality for a human patient case.
- The eFLASH-RT plan achieved 90% tumor coverage with 95% of the prescribed dose, comparable to Conv-RT.
Conclusions:
- This study presents the first functional MC beam model for eFLASH-RT commissioned in a clinical TPS, enabling planning and evaluation.
- The developed model minimizes deviation from conventional RT workflows, facilitating clinical translation.
- The comparable plan quality between eFLASH-RT and Conv-RT in a complex human patient case highlights the model's clinical utility.
- The methodology can be extended to model other eFLASH irradiators with varying beam characteristics.
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