On the retrospective analysis basis and use of images recognition theory achievements, as well as suggested structurally-analytical method of recognition, it became possible to predict pregnancy outcomes in case of early abortion threat. In the process of computer learning there have been received risk factors and algorithm which has allowed to distinguish 2 classes: 1 class — pregnancy will be kept; 2 class — pregnancy will not be kept. The suggested method will allow to warn pregnancy outcomes timely and to correct the pathology if necessary.
