The poison frontman will help create and design a music center for St. Joseph's Barrow Neurological Institute.
Michaels said the room will include music listening stations as well as musical instruments.
It will be decorated with artwork from patients as well as a rotating collection of Michaels' guitars.
He said he hopes the room can help inspire others in their recoveries.