getting rid of 'ghost files' ...

Is there an easy way to delete those items in iTunes that it 'can't locate' without having to go through and delete them all individually? The only thing I could think of was to delete my Library and then add it to Itunes again, but I'd rather not do that and lose all my ratings etc.