I receive calls at the Extension Service asking about sick or dying palms. One of the first questions I ask is if the trunk has mushrooms growing on it. If it does, they should remove the plant quickly and avoid planting other palms in that spot. As far as I know, there is no cure for this nasty fungus.
Jim