Objective: To evaluate the calcification level of retinoblastoma (RB) lesions using image post-processing system software, such as that for computed tomography (CT) noncontrast scanning and three-dimensional reconstruction. Additionally, this study aimed to explore the relationship between retinoblastoma (RB) and patient gender (male/female) , as well as the correlation among ocular (left/right), age, and radiographic stage (e.g., international intraocular RB stage). Methods: The study enrolled 108 patients (127 eyes) with tumors confirmed by both surgical pathology and clinical diagnosis. These patients received treatment at the Orbital Disease and Ocular Oncology Department of Zhongshan Ophthalmic Center, Sun Yat-sen University (ZOC, SYSU) from May 2022 to December 2024. CT reconstruction and workstation segmentation techniques were used to delineate the eyeball, tumour, and calcification. A quantitative volumetric analysis method was applied, and statistical processing was conducted using R language (version 4.2.1). Comparisions were made across different genders (male/female), eye segmentation (left/right), age stratifications, and imaging stages. The t-test was applied to analyze the highest CT value, calcified regional volume (CRV), tumor volume (TV), eyeball volume (EV), CRV/EV ratio, TV/EV ratio, and CRV/TV ratio in these tumor patients. Results: There was no significant differences in CT value, CRV, TV, CRV/EV ratio, TV/EV ratio, and CRV/TV ratio among patients with different eye sides, genders and age groups (P>0.05). Only EV showed statistical significant across different age groups. Statistically significant changes were observed in CRV, TV, CRV/EV ratio, TV/EV ratio , and CRV/TV ratio with respect to both intraocular stage (including intraocular stage, glaucoma stage, extraocular stage) and lens position changes (inculding position changes, morphological position density changes, no change groups) (P< 0.05), No other statistically significant differences were found (P>0.05). Conclusions: In this group of tumor patients, the level of calcification deposition gradually increased as the disease progressed through the intraocular stage, glaucoma stage, and extraocular stage. Lens positional changes were associated with a gradual increase in the degree of calcification in patients with retinoblastoma (RB) as the disease advanced.