This study evaluates the effectiveness of sinogram-affirmed iterative reconstruction (IR) in improving non-calcified plaque delineation and image quality in coronary computed tomography angiography (CCTA) compared to filtered back projection (FBP). Data from 57 patients, analyzed using different filter strengths, revealed that IR significantly enhanced image quality and plaque detection, with IR-4 achieving the highest scores. The study concluded that IR is particularly beneficial for patients with higher body mass index, highlighting that 18% of non-calcified plaques were missed with FBP.