Police were notified at about 8:15 a.m. of a body in the river near the 4200-block of West Foster Avenue.
The Police Marine Unit was called to the scene.
The body was pulled from the river and identified as that of a 41-year-old woman. Her identity won't be released until next of kin is notified.
Detectives are conducting a death investigation.