The North Shore Long Island Jewish Health System Inc. has agreed to pay $3 million to settle a civil fraud lawsuit in a deal the U.S. attorney’s office announced Tuesday.

The suit, filed in federal court in Manhattan, alleged that the defendants knowingly submitted false claims for Medicare reimbursement for ineligible overhead expenses from 1994 through 2001.

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