Advancements in genetic testing and how genes can lead to cancer have expanded the possibilities for personalized treatments. Radiologists, caring for patients from screening through surveillance, must be aware of radiation sensitivity. Cancer predisposition syndromes (CPS), while rare, need to be considered when developing plans for imaging of children.