Officer Aden Ocampo-Gomez says deputies are heading to the scene near Mandalay Bay Hotel and Casino.
University Medical Center spokeswoman Danita Cohen said the Las Vegas hospital is taking in "several" people with gunshot wounds. She didn't have any more immediate information.
No further information was immediately known.