Pancreatoduodenectomy (PD) remains associated with significant complication and readmission rates. Infection constitutes a significant proportion of morbidity. We aim to evaluate whether CT scans performed prior to discharge for suspected infection prevents readmission. A retrospective review of patients undergoing PD at a tertiary referral center from 2010 to 2018. A total of 982 patients underwent PD: 74% had no clinical infection at the index admission. Of the non-infected patients, 59% exhibited leukocytosis, 27% underwent a CT scan, and 33.6% were readmitted. Of the non-infected patients, 148 (20.3%) experienced major complications, and this was the strongest predictor of readmission (OR: 10.5, [95% CI: 6.5-17], p=0.0001). In the non-infected patients who had major complications, CT scanning was predictive of lower risk of readmission (OR: 0.38, [95% CI: 0.17-0.83], p=0.015). Leukocytosis was also found to be predictive of lower risk of readmission (OR: 0.42, [95% CI: 0.18-0.98], p=0.044). These findings did not hold true for those who had yet to experience major complications on their index admission. CT scanning without evidence of infection was associated with reduction of readmission in the cohort with major complications and showed a trend towards preventing readmission in the overall cohort. Development of clinical algorithms to maximize the utility of this test is warranted.