Lt. James Sokolik says officers were called Monday to UCHealth Memorial Hospital Central in Colorado Springs and surrounded the building.
He said the shooting happened on the hospital campus but would not say if it was inside or outside the hospital, which was briefly locked down.
A woman who answered the phone at the hospital referred questions to police.
No other information has been released.