In August 2012, Radošević was called up to the national team by manager Igor Štimac for the 2014 FIFA World Cup qualification matches against Macedonia and Belgium as an alternative for the defensive midfielder Ognjen Vukojević.
Josip Broz Tito | Josip Kuže | Josip Jurčič | Josip Vilfan | Josip Murn | Josip Štadler | Josip Landeka | Josip Egartner | Josip Zemko | Josip Vranković | Josip Vidmar | Josip Vandot | Josip Stadler | Josip Šimunić | Josip Perković | Josip Mikulić | Josip Manolić | Josip Iličić |