We used the OMOP-CDM to identify risk factors for severe RSV infection requiring ICU admission in children. We found that young age, low gestational age, and low birth weight were associated with increased odds of ICU admission. Further research is needed to validate our findings and to examine other potential risk factors for severe RSV infection.