The midfielder came off and was replaced by Ryan Fraser during the first half of the Euro2020 qualifier.
It is unclear if Armstrong suffered a serious injury or the substitution was a precaution.
The Scottish were disappointed in the outcome of the game, getting handed a lesson by the superior Belgians.
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