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Visualization of Low-Level Gamma Radiation Sources Using a Low-Cost, High-Sensitivity, Omnidirectional Compton Camera
Published on: January 30, 2020
Iterative reconstruction of SiPM light response functions in a square-shaped compact gamma camera
A Morozov1,2, F Alves3, J Marcos1,2
1LIP-Coimbra, Department of Physics, University of Coimbra, Coimbra, Portugal.
Accurate spatial response characterization of silicon photomultipliers (SiPMs) is crucial for advanced gamma camera imaging. This study presents an iterative method using simulations and experimental data to parameterize SiPM spatial responses, improving image reconstruction accuracy.
Area of Science:
- Medical Imaging
- Nuclear Instrumentation
- Computational Physics
Background:
- Compact gamma cameras are vital for small animal imaging, cancer diagnostics, and surgical guidance.
- Accurate spatial response of silicon photomultipliers (SiPMs) is essential for advanced statistical reconstruction methods, outperforming traditional centroid techniques.
Purpose of the Study:
- To develop and validate an iterative method for parameterizing the spatial response functions of SiPMs in compact gamma cameras.
- To assess the impact of this parameterization on image reconstruction accuracy using both Monte Carlo simulations and experimental data.
Main Methods:
- Utilized Monte Carlo simulations and experimental data from a gamma camera prototype with a LYSO crystal and an 8x8 SiPM array.
- Employed an iterative approach to parameterize SiPM spatial responses with axially symmetric functions from flood field irradiation data.
- Reconstructed images using the maximum likelihood method with the derived response functions.
Main Results:
- The iterative method successfully parameterized the spatial response functions of all SiPMs.
- Simulations showed minor image distortions, with average position differences not exceeding 0.2 mm centrally and 0.4 mm peripherally.
- Experimental validation confirmed a similar low level of image distortions with the camera prototype.
Conclusions:
- The iterative parameterization of SiPM spatial response functions is effective for compact gamma cameras.
- This method significantly improves image reconstruction accuracy, minimizing positional distortions for enhanced diagnostic capabilities.
- The findings support the use of statistical reconstruction methods with accurately characterized spatial responses in gamma imaging.
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