Janelidze, Djanelidze or Dzhanelidze () is a Georgian surname that may refer to the following people: Alexander Janelidze (1888–1975), Georgian geologist and statesman Davit Janelidze (born 1973), Georgian football player Giorgi Janelidze (born 1989), Georgian football midfielder Mikheil Janelidze (born 1981), former Vice Prime Minister of Georgia Mindia Janelidze (born 1978), Georgian Minister of Defense Nana Janelidze (born 1955), Georgian film director and screenwriter Yustin Djanelidze (1883–1950), Soviet cardiac surgeon pioneer