What are the compatabilities between Guitar Hero and Rock Band?

I have Guitar Hero World Tour for the Wii, the complete band set, and was wondering if Rock Band games will work with my Guitar Hero instruments. For instance: could I play Beatles Rock Band with my Guitar Hero drums, guitar, and mic? Or are Rock Band game only compatable with one or two of the instruments?

If so, does it work well? Are there any issues?