The No.23 was forced to sit out Sunday's 1-0 victory over Wolverhampton Wanderers in the Premier League due to the issue.
Speaking to BBC Sport after the Wolves win, Klopp said: "Shaqiri should have started but last night he felt a little bit the hamstring.
"Now he's out, not for long but maybe a week or 10 days."