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This article proposes an algorithm for solving the problem of extracting information from biomedical patents and scientific publications. The introduced algorithm is based on machine learning methods. Experiments were carried out on patents from the USPTO database. Experiments have shown that the best extraction quality was achieved by a model based on BioBERT.

The demographic situation in Russia requires escalation of measures to combat infertility including assisted reproductive technologies (ART). The analysis of correlations between ART and features of health and long-term development of “children from the tube” is presented. There is a high risk of dysontogeny after in vitro fertilization/intracytoplasmic sperm injection due to epigenetic disorders such as DNA methylation disorders. Living conditions, parenting, education, and health care are crucial for the healthy development of all children including those conceived by ART. The correlations between long-term cognitive development of “children from the tube” and the aspects of parenting in families are presented.

The article summarizes the materials of modern publications on cognitive development of premature infants in connection with perinatal factors and parenting conditions. Leading risk predictors of cognitive defects in premature infants are severe dysmaturity by the time of birth (gestational age

Background. The abilitation of premature infants acquires importance due to the increased prevalence of delayed health disorders in these children. The article considers the issues of individualization of rehabilitation treatment for premature infants according to prediction of perinatal pathology outcomes, determining the individual levels of «abilitation windows» and developing personalized abilitation programs.Objective. The aim of the study was to determine individual timely sensitive ontogenesis stages («abilitation windows») for premature children with various perinatal pathology, as well as the most effective methods of rehabilitation treatment according to the maturity of the child and the type of neurosomatic deficiency.Methods. Two-stage cohort study of premature children with gestational age of 250–6–300–6 weeks was conducted. Stage 1 — retrospective analysis of «abilitation windows» in 115 premature children, development of prognostic scenarios. Stage 2 — prospective cohort study of 109 premature children, using abilitation methods in this cohort according to predicted events and estimation of abilitation efficacy. Medical interventions: familyoriented educational counseling, kinesiotherapy, physiotherapy, neuroprotectors, music therapy.Results. Information matrixes on filling ontogenetic abilitation periods have been developed, as well as age limits for «abilitation windows» have been defined on the 1st stage. Sensitive interval has been established for the use of stimulating effects in extremely immature children (postconceptional age of 34–37 weeks). The leading role of abilitation protective measures has been identified. Perinatal pathology outcomes have been analyzed in children from retrospective analysis group. Direct abilitation of premature children (from birth to 18 months) was carried out on the 2nd stage of the study according to probability forecasts. The priority of non-drug abilitation methods usage in immature children was confirmed. The need in step-by-step dynamic correction of abilitation programs was established.Conclusion. Prognostic significance of perinatal period events and individual postconceptional age in «abilitation windows» development for premature children was determined. The priority of non-drug abilitation for such patients (including family-oriented pedagogics) is established.

Perinatal pathologies and foremost perinatal central nervous system injury are attended with delayed neurosomatic disorders frequently leading to disability. The success of realisation of individual compensation potential of every child depends on dynamics analysis of patient's condition on every survey stage, personalized choice of necessary and sufficient methods of polysystemic diseases correction. The contemporary view on ethiology and pathogenesis of main perinatal pathologies are presented in this review, main mechanisms of its development are also revealed. Recent non-invasive diagnostic technique allow to perform correction of vital signs and prevent cascade reactions of neuronal apoptosis. The sanogenetic importance of some therapeutic interventions (therapeutic hypothermia, erythropoietin, caffeine) is established in early neonatal period. The role of implementation of external factors causing epigenetic effects is clear: optimal nutrition, correction of intestinal microbiota, sensory and motional stimulation. The abilitation success depends largely on successive team activity of specialists and their collaboration with the family. Methods of multifactorial statistical analysis allow not only to prognosticate the outcomes of perinatal affection, but also to create effective mathematical models for personalized choice of facilitation measures.