Furman was not involved as Rovers recorded their first Sky Bet Championship win of the season against Blackburn on Friday night as the midfielder did not return in time from international duty with South Africa.
Harry Forrester has resumed training after a knock and manager Paul Dickov hopes he will get 45 minutes under his belt in the reserves on Wednesday. However, fellow midfielder Marc De Val Fernandez continues to recover from a torn medial ligament.
Tuesday night's fixture is the first league meeting between the two clubs since February 1997, when goals from Colin Cramb and Adie Mike gave Doncaster a 2-0 win at Belle Vue in the fourth tier.
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- Paul Dickov