The Reds forward sustained a fracture during his side's recent defeat to Manchester United before further aggravating it whilst on international duty with Italy
The former Roma striker had to be substituted at half-time after sustaining the injury during the Reds' recent 2-1 defeat to Manchester United and further aggravated the blow whilst on international duty with Italy.
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And the club have now confirmed that the 21-year-old will go under the knife after being assessed at Melwood and is set to be absent for some time.
The blow leaves Liverpool with just one senior striker, Luis Suarez, available following their failure to capture Clint Dempsey from Fulham during the summer transfer window.
Youngsters Samed Yesil and Jerome Sinclair have both recently featured in the League Cup and could now be handed further opportunities.