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Updated: Jun 3, 2026

Multiplex Chemical Imaging Based on Broadband Stimulated Raman Scattering Microscopy
Published on: July 25, 2022
The effects of object activity distribution on multiplexing multi-pinhole SPECT
Greta S P Mok1, Benjamin M W Tsui, Freek J Beekman
1Department of Electrical and Electronics Engineering, Faculty of Science and Technology, University of Macau, Taipa, Macau, People's Republic of China. gretamok@umac.mo
Multiplexing multi-pinhole (MPH) SPECT improves sparse object imaging but degrades non-sparse distributions. Minimum multiplexing is recommended for optimal MPH collimator design to balance efficiency and image quality.
Area of Science:
- Nuclear Medicine
- Medical Imaging Physics
Background:
- Multi-pinhole (MPH) Single Photon Emission Computed Tomography (SPECT) systems offer potential for increased detection efficiency.
- Optimizing MPH collimator design requires understanding the impact of multiplexing on image quality across various activity distributions.
Purpose of the Study:
- To investigate the effects of different degrees of multiplexing in MPH SPECT on image quality.
- To evaluate the trade-offs between noise, artifacts, and resolution for varying multiplexing strategies.
Main Methods:
- Utilized three digital phantoms (hot rod, cold rod, cold sphere) to simulate different activity distributions.
- Generated noise-free and noisy projections using a 3D analytical MPH projector.
- Reconstructed projections using Ordered Subset Expectation Maximization (OS-EM) without resolution recovery.
- Assessed image quality using Normalized Mean-Square-Error (NMSE), noise levels, image profiles, and signal-to-background ratios (SBR).
Main Results:
- Multiplexing slightly improved NMSE-noise trade-offs for sparse (hot rod) objects, particularly with increased pinhole numbers.
- Significant artifacts and worsened NMSE-noise trade-offs were observed for non-sparse (cold) phantoms.
- Resolution degraded by approximately 39-65% for the cold rod phantom with higher multiplexing.
- For the cold sphere phantom, non-multiplexing designs showed better image profiles, while ~20% multiplexing maintained comparable SBR.
Conclusions:
- Multiplexing in MPH SPECT benefits sparse object imaging but significantly degrades image quality in non-sparse distributions.
- The gains in detection efficiency from multiplexing are often offset by image degradations, especially with non-specific tracers.
- Minimizing multiplexing is crucial for designing optimal MPH collimators to achieve the best balance between sensitivity and image fidelity.
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