Method of analyzing uterine contractions by analyzing uterine images using deformable model networks in support of embryo transfer techniques. The method is also used to diagnose premature uterine contractile activity in mammals. The method can be used to control contractile activity during embryo transfer or premature labor when used in conjunction with oxytocin antagonists.