Figures released by the Palestinian Health Ministry showed that three women were also killed in the attacks, while 304 people injured.
Medical sources said that the children killed in the attacks were aged between 7 and 16 years old.
The Israeli army launched a military offensive in the Gaza Strip on Monday amid tension after police stormed the flashpoint Al-Aqsa Mosque compound in occupied East Jerusalem and assaulted worshippers.