Scan drivers are usually different than print drivers so it may be that you just don't have scan drivers. It appears this product is no longer being supported and the 64-bit drivers available say they provide basic print functionality but I see no mention of scanning.
Anything else on this? I am having the same problem with my printer. Printing works fine - even on my iphone. Scanning does not seem to be an option anymore...