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TOPAS-imaging: extensions to the TOPAS simulation toolkit for medical imaging systems
Hoyeon Lee1, Bo-Wi Cheon2, Joseph W Feld3
1Department of Radiation Oncology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, United States of America.
Physics in Medicine and Biology
|March 17, 2023
Summary
New TOPAS extensions simplify the simulation of medical imaging systems like cone-beam CT and PET. These tools enhance the integration of imaging and radiotherapy simulations for image-guided treatments.
Area of Science:
- Medical Physics
- Computational Imaging
- Radiation Oncology
Background:
- The TOol for PArticle Simulation (TOPAS) is a Geant4-based Monte Carlo software widely used in medical physics for radiotherapy research.
- Existing TOPAS applications primarily focus on radiotherapy delivery systems and patient dose calculations.
- There is a need for enhanced TOPAS capabilities to facilitate the modeling of medical imaging systems.
Purpose of the Study:
- To develop and present the first set of TOPAS extensions specifically designed for modeling medical imaging systems.
- To provide user-configurable geometry components and scorers for various imaging modalities.
- To enable easier simulation of medical imaging systems within the TOPAS framework.
Main Methods:
- Utilized the TOPAS extension system to implement pre-built, configurable geometry components (e.g., FlatImager, RingImager) for detectors.
- Developed pre-built, configurable scorers for medical imaging systems, including digitizer chains.
- Modeled cone-beam CT (CBCT), positron emission tomography (PET), and prompt gamma (PG) systems using the developed extensions.
Main Results:
- Successfully implemented and tested new TOPAS extensions for simulating medical imaging systems.
- Demonstrated the modeling of CBCT and PG systems using the FlatImager component, accurately capturing X-ray and prompt gamma signals.
- Modeled a PET system using the RingImager component, simulating positron-electron annihilation and coincidence detection with results in agreement with expectations.
Conclusions:
- The developed TOPAS extensions represent a significant advancement in simplifying the simulation of medical imaging systems.
- These extensions facilitate the integration of medical imaging simulations with existing radiotherapy simulation tools in TOPAS.
- This work paves the way for advanced image-guided radiotherapy research through integrated simulations.
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