 As a result, cancer is typically discovered at a somewhat later stage than average in many pregnant or recently pregnant women.Some imaging procedures, such as MRIs (magnetic resonance imaging), CT scans, ultrasounds, and mammograms with fetal shielding are considered safe during pregnancy; some others, such as PET scans are not.Treatment is generally the same as for non-pregnant women.