The Stoke ace has sustained an ankle problem ahead of the Group C World Cup qualifier in Stockholm.
Manager Giovanni Trapattoni had selected Whelan to start in the Friends Arena clash when he selected his team on Thursday.
Trapattoni could bring in James McCarthy as a replacement, to partner Paul Green in the middle of the park.
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