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The 40-year-old midfielder sustained the injury in a head-on collision with Manuel Locatelli and was later seen leaving the pitch with an ice pack.
Milan said medical tests confirmed the fracture, with surgery scheduled imminently. No timeline has been given for his return.
Modrić, who joined Milan from Real Madrid last summer, is aiming to recover in time for the upcoming World Cup.