“…All these controlled studies have major limitations, including a higher prevalence of CKD in the control patients, limited numbers of high-risk patients, and lack of adjustment for confounding variables. [44][45][46][47] CECT Controlled Studies of CIN With Propensity Score Adjustments Given the imbalance in confounding covariates and selection bias between CM and control populations, the ideal approach to determine CIN following intravenous contrast would be an RCT in patients undergoing CT with or without CM enhancement, which would ensure balanced comorbid conditions between groups and nonbiased randomization. For ethical and logistical reasons, it is unlikely that such RCTs will be performed.…”