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Computational system for extremity dosimetry in nuclear medicine
Daniel Santiago Rondón1,2, Niki Bergans2, Lara Struelens2
1KU Leuven, Leuven, Belgium.
Summary
This study developed a computational dosimetry system for nuclear medicine workers, using Monte Carlo simulations and digital twins to estimate extremity radiation dose. The system
Area of Science:
- Medical Physics
- Computational Science
- Radiation Safety
Background:
- Nuclear medicine workers face potential extremity radiation exposure.
- Accurate dosimetry is crucial for monitoring and managing occupational radiation risks.
Purpose of the Study:
- To develop a computational dosimetry system for monitoring extremity radiation dose in nuclear medicine.
- To assess the feasibility and accuracy of a simulation-based approach using digital twins and computer vision.
Main Methods:
- Utilized Monte Carlo simulations to model radiation dose distribution in the hands.
- Created digital twins of workers' hands and radioactive sources based on depth camera imaging.
- Employed computer vision algorithms for real-time position tracking of hands and sources.
Main Results:
- The computational system simulates radiation dose to different hand sections.
- Uncertainty sources within the system components were assessed.
- Simulated doses were, on average, 51% of real dosimeter measurements in proof-of-concept scenarios.
Conclusions:
- The computational dosimetry system shows potential for monitoring extremity doses.
- Further refinement is needed to improve the accuracy of simulated dose estimations.
- This approach offers a novel method for assessing occupational radiation exposure in nuclear medicine.
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