I would pull that head, and clean up the rust. Also, if the engine has been sitting for all that time, and was never turned over, there is a strong possibility that the engine valve springs are going to need to be replaced, since the springs are suffering from metal fatigue. Might as well repair it in your garage, then having to take it apart on the side of the road. Also, the rings might also need to be looked at to see if they have gotten stuck in the ring groove, another common problem when an engine sits for a long time, and wasn't put away properly.