Graduate Program in Biomedical Engineering.Güveniş, Albert.Aytaç, Bahadır.2025-04-142025-04-142023Graduate Program in Biomedical Engineering. TKL 2023 U68 PhD (Thes PRED 2023 S57https://digitalarchive.library.bogazici.edu.tr/handle/123456789/21845Quantitative parathyroid SPECT imaging is a technique used to assess primary hyperparathyroidism that may have potential in the identification and differentiation of parathyroid lesions as well as the estimation of disease severity. Studying the effect of data acquisition parameters on the quantification error is important for maximizing the accuracy of this diagnostic technique. In this study, we examine the effects of different data acquisition parameters, namely the type of collimator, scatter correction status, and reconstruction iteration number on the quantification accuracy using computer simulation. The SIMIND Monte Carlo Simulation and CASToR iterative reconstruction program was used to simulate a commercially available SPECT camera (Siemens Symbia Intevo Gamma Camera) with a crystal size of 29.55cm and 128x128 matrix size. A digital cylindrical phantom filled with water was constructed. A 0.36 cm radius spherical adenoma filled with a uniform 1MBq/cc Tc99m-Sestamibi was placed within the phantom. Low-Energy High Resolution (LEHR) and Low Energy Ultra High Resolution (LEUHR) collimator models are tested. Along with the presence of Scatter correction and differing iteration numbers (x16, x32). An image FOV-based calibration method was used to gather quantitative information and check against the input radioactivity. The presence of scatter correction is observed to cause a 15-20 percent relative improvement in quantification accuracy. The optimal number of iterations produced a 10 percent relative improvement. Overall, accuracies as good as 7 percent in estimated activity concentration could be observed. Thus showcasing that the optimization of parameters can provide a significant improvement in quantification accuracy. Keywords: NOTE Keywords : SPECT, Monte Carlo Simulation, Quantification, Hyperparathyroidism.Chemistry, Analytic -- Quantitative.Monte Carlo method.Hyperparathyroidism.xiii, 50 leaves