Meanwhile, three other victims reportedly went to SSM DePaul Health Center.
Details of their conditions were not immediately known.
Authorities say the victims were exposed to a white powdery substance.
About 20 people who were in the St. Anthony's ER were quarantined. People were not being allowed to enter or leave the emergency room.