Playing for the Yugoslavia national team, Đuho won the gold medal at the 1984 Olympics in Los Angeles and at the 1988 Olympics in Seoul, as well as the gold medal at the 1986 World Championship in Madrid, the gold medal at the 1987 World Cup, and silver medals at the 1985 European Championship in Sofia and the 1987 European Championship in Strasbourg. Later in his career he also played in Italy for Rari Nantes Salerno and Rari Nantes Cagliari, before retiring in 1993 to become Cagliari's coach.