Did a search on google and found various sites discussing this... all seemed to suggest that memory cards are safe to go through airport scanners and x-ray machines with normal travel frequency.
To be on the safe side, you could take your cards in your hand-luggage, or pocket, as the walk-through scanners tend to be weaker than those used for scanning baggage for the hold.