Officials say the group first gathered around 7:00 a.m. along the 900 block of Chestnut Street in Center City.
The protesters with Local 1199 are picketing the possible privatization of the hospital.
The Civil Affairs division of the Philadelphia Police Department continues to monitor the situation.