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21 players showed up for training on Tuesday including skipper Asamoah Gyan.
The players were taken through drills by Kwesi Appiah and his technical team.
Ghana will face Egypt on Sunday at the Cape Coast Sports Stadium in their last group E qualifiers of the 2018 FIFA World Cup, but the game has no bearing on qualification since Egypt have already booked a place in Russia.