Shaqiri was in isolation and soccer officials were consulting with health authorities in Switzerland about his case, the federation said.
Shaqiri joins Liverpool teammates Thiago Alcantara and Sadio Mane in testing positive for the coronavirus this season.
The 28-year-old Shaqiri was due to play for Switzerland for the first time since the UEFA Nations League finals in June 2019.
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