However, unfortunately some babies do die, sometimes without warning and despite women doing all the right things. Some babies die in the uterus (womb) before they are born (called an intra-uterine fetal death). ... If a baby is born alive, but dies in the first 4 weeks of life, this is called a neonatal death.