In addition to the mainly Orthodox countries such as Bulgaria , Byzantium and Serbia , there were a number of Catholic possessions to the west and south held Defending by Venice , Genoa and the Kingdom of Hungary as well as Kingdom of Bosnia whose Bosnian Church ( closely related to the Bogomils ) was considered heretic by both Orthodox and Catholics .