Trump notified Cook of her dismissal from the central bank on Aug. 25 following claims raised by federal housing regulator Bill Pulte.
Cook sued to keep her job and her ouster was blocked by both a federal judge and an appeals panel.
The White House then appealed to the high court, which announced Wednesday it would take up the case for oral argument.