Corrupt image files?

[DiPepsi]

I've already had 2 photos that I believe have gone corrupt, as the photo's is no longer there and just come up as "!".
Is this something to be worried about? I have had this happen in the past to images on my phone. The photos I lost were not important, though I'd love to know if there's a way to prevent this from happening.