The 22-year-old picked up a partial tear to his left medial ligament in the 3-0 win over Freiburg on Sunday.
Dortmund club doctor Markus Braun has confirmed the midfielder will be out of action for at least six weeks.
“No more football is possible for Nuri this season,” he told Kicker.de.
