Yes, I would call all the local hospitals to find out which one he is in. However, I would check with him, if able, and the girlfriend before showing up to visit. If the new girlfriend does not want you there, then you should respect her wishes, and offer to let a 3rd party take your son to visit him in the hospital.
Good luck!