Lost Everything after transfer/update

I cant find any of my recently bought apps/songs after recently updating my ipod to a new computer after the old one crashed. When transfering there was a button that asked about transfering music and losing purcahes. I didnt read it carefully and clicked continue. Now everything is gone and I cant seem to find purchases anyway. I was wondering if there is anyway to get this stuff back?