Depends on the size.
A smaller hospital may have a Coordinator of Staff or even a Chief Physician
A large hospital will usually have a Director or Administator
A group of hospitals will have a CEO that answers to a Board of Directors
What Do You Call The Person In Charge Of A Hospital?
The person incharge of a hospital is director/ceo.