TY - JOUR
T1 - Analytical methods for system matrix calculation and spatial resolution evaluation of DC-SPECT system
AU - Feng, Yuemeng
AU - Kupinski, Matthew A.
AU - Ottensmeyer, Mark P.
AU - Worstell, William
AU - Tawakol, Ahmed
AU - Furenlid, Lars R.
AU - Sabet, Hamid
N1 - Publisher Copyright:
© 2025 Institute of Physics and Engineering in Medicine. All rights, including for text and data mining, AI training, and similar technologies, are reserved.
PY - 2025/7/20
Y1 - 2025/7/20
N2 - Objective. To develop and evaluate an analytical method for calculating the system matrix of a dynamic cardiac single photon emission computed tomography (DC-SPECT) system, eliminating the need for computationally intensive Monte Carlo (MC) simulations. Approach. An analytical model was proposed for system matrix generation, incorporating solid angle calculations adapted for square-shaped pinhole collimators. The resulting sensitivity maps were validated against MC simulation results. Image reconstructions using the proposed analytical model were compared to those using an MC-simulated system matrix. Additionally, the overall system performance, including sensitivity and spatial resolution, was assessed using MC simulations. Main results. The analytical sensitivity map showed good agreement with MC-based results. Reconstructed images using the analytical model preserved key features but showed reduced performance compared to MC-based reconstructions. MC simulations of DC-SPECT demonstrated a spatial resolution of 5.5 mm for hot regions and 6.0 mm for cold regions, with an overall system sensitivity of 0.07% over a 15 cm diameter spherical field of view. Significance. The proposed analytical method offers a fast and practical alternative to MC-based system matrix generation, enabling efficient system design and prototyping. While its use in clinical image reconstruction requires further evaluation, the model provides a promising tool for accelerating the development of next-generation DC-SPECT systems.
AB - Objective. To develop and evaluate an analytical method for calculating the system matrix of a dynamic cardiac single photon emission computed tomography (DC-SPECT) system, eliminating the need for computationally intensive Monte Carlo (MC) simulations. Approach. An analytical model was proposed for system matrix generation, incorporating solid angle calculations adapted for square-shaped pinhole collimators. The resulting sensitivity maps were validated against MC simulation results. Image reconstructions using the proposed analytical model were compared to those using an MC-simulated system matrix. Additionally, the overall system performance, including sensitivity and spatial resolution, was assessed using MC simulations. Main results. The analytical sensitivity map showed good agreement with MC-based results. Reconstructed images using the analytical model preserved key features but showed reduced performance compared to MC-based reconstructions. MC simulations of DC-SPECT demonstrated a spatial resolution of 5.5 mm for hot regions and 6.0 mm for cold regions, with an overall system sensitivity of 0.07% over a 15 cm diameter spherical field of view. Significance. The proposed analytical method offers a fast and practical alternative to MC-based system matrix generation, enabling efficient system design and prototyping. While its use in clinical image reconstruction requires further evaluation, the model provides a promising tool for accelerating the development of next-generation DC-SPECT systems.
KW - DC-SPECT
KW - Monte Carlo simulation
KW - list-mode MLEM
KW - pyramid pinhole-collimator
UR - https://www.scopus.com/pages/publications/105011175185
UR - https://www.scopus.com/pages/publications/105011175185#tab=citedBy
U2 - 10.1088/1361-6560/adedf7
DO - 10.1088/1361-6560/adedf7
M3 - Article
C2 - 40633558
AN - SCOPUS:105011175185
SN - 0031-9155
VL - 70
JO - Physics in medicine and biology
JF - Physics in medicine and biology
IS - 14
M1 - 145031
ER -