Hemorrhage after the first trimester can result from various factors including placental abruption, where the placenta detaches from the uterine wall, or placenta previa, where the placenta covers the cervix. Other causes may include uterine rupture, infections, or the presence of polyps and fibroids. In some cases, bleeding may occur without an identifiable cause, which requires careful monitoring and evaluation to ensure both maternal and fetal safety.