Yes, U.S. expats who qualify for Medicare are required to pay Medicare taxes through the Self-Employment Contributions Act (SECA) or Federal Insurance Contributions Act (FICA) taxes, even while living abroad. However, Medicare coverage typically only applies within the United States.