The Court of Arbitration for Sport (CAS), which is also dealing with 47 other Russian appeals, said it "lacked jurisdiction" to deal with the six athletes and seven doctors, coaches and support staff.
CAS said separately that a decision over the 47 others attempting to gain late entry into the Olympics would be announced on Friday at 11:00 am.
That will be just nine hours before the opening ceremony.
In December, the IOC suspended Russia over a state- sponsored doping conspiracy culminating in its hosting of the 2014 Winter Olympics in Sochi.
The CAS drew criticism last week when it lifted life Olympic bans imposed on 28 Russians. But when 15 of them applied to take part in Pyeongchang, the IOC refused to give them invitations.
Currently the Olympic Athletes from Russia number 168 -- the fourth biggest team behind USA, Canada and Switzerland.
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