The officer was pronounced dead at the University of Chicago hospital.
A procession of officers and firefighters escorted his body from the hospital to the Cook County Medical Examiner's Office Friday morning.
The officer's name has not been released.
A department spokesperson says he was in his late 40s and he became ill while on the job Thursday.
An autopsy will be performed Friday.