The purpose of this study was to investigate the diagnostic performance of a novel semi-quantitative dual-energy computed tomography (DECT) scoring system in monitoring urate deposition. This study included 287 patients with gout. All patients underwent ankle/foot DECT scans. DECT scores at different stages were compared and their diagnostic efficacies evaluated. Associations between DECT scores and clinical variables were evaluated. Gouts with positive DECT results in early, middle, and late stages were 78.5 %, 81.4 %, and 95.8 %, respectively (all P > .05). The total and ankle/midfoot DECT scores at different stages significantly increased with disease duration (all P < .05). DECT scores of 4 regions excluding the first metatarsophalangeal joint in early and middle stages were lower than those in late stage (all P < .05). DECT scores achieved excellent diagnostic performance for differentiating gout in early stage from middle and late stages (area under the curve, 0.923 and 0.949), with high sensitivity, specificity, positive predictive value, and negative predictive value (all > 85 %). Total DECT score was highly positively correlated with the volume of urate crystals (R = 0.873, P < .001). Disease duration, serum uric acid level, bone erosion, and Achilles tendon involvement significantly affected total DECT scores (all P < .01). In conclusion, longer disease duration, higher serum uric acid levels, bone erosion, and Achilles tendon involvement were closely associated with total DECT scores. DECT scoring system may be an invaluable tool for gout diagnosis owing to its high detection efficacy and a surrogate method to evaluate the amount of urate crystals and erosion of surrounding tissues.Abbreviations: AUC = area under the curve, CI = confidence interval, DECT = dual-energy computed tomography, EULAR/ ACR = European league against rheumatism/American college of rheumatology, ITP = interphalangeal joints, MSU = monosodium urate, MTP = metatarsophalangeal, NPV = negative predictive value, PPV = positive predictive value, SC = serum creatinine, SUA = serum uric acid.