Is it permissible for an Islamic bank to deal with an interest-based credit card after the client has ceased using it?

There is no objection to an Islamic bank taking a fixed amount for card withdrawals as administrative fees, provided that the amount taken is not a percentage of the amount used. If it is, then it is usury (riba).