The Germany international was absent from Arsenal's squad for Sunday's Premier League match against Newcastle United at St James' Park.
In an interview prior to the game, Wenger said: "I would have loved him (Ozil) here, but he had a shoulder problem. He fell on his shoulder.
"He will be out for two to three games."
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