Algorithm for individual learning content formation in automated machine learning system

The study describes the algorithms used in the formation of individual learning content which can be used in machine learning. The algorithm for generating educational content based on the input test procedure, thereby reducing the number of elementary units of knowledge in the educational conten

Monitoring of exogenous geological processes in Stary Oskol - Gubkin mining region of Kursk magnetic anomaly

The article discusses the necessity of monitoring of exogenous geological processes in Stary Oskol - Gubkin mining region of Kursk magnetic anomaly. As well as the peculiarities of the region Stary Oskol - Gubkin -mining site for the organization and management of geological environment monitoring component

The current state of the geological environment of the Belgorod region in the conditions of intensive mineral development

The article gives assessment of the current state of the geological environment of the Belgorod region in the conditions of intensive development of mineral resources. Special attention is paid to environmental problems of the geological environment Starooskol-Gubkinsky mining district of the KMA and development of dangerous technogenic processe

Thrombocyte aggregation activity in the conditions of intensive light deprivation

The aim of the research was to study the effect of photoperiodism disturbances on platelet aggregation activity. Material and methods. The experiment was conducted in two stages in 5 groups of male rats: the control group and four experimental groups. At the first stage, the animals were exposed to 24 h/day continuous light (24L:0D) for 10 and 21 days. In the second stage, animals after 10 and 21 days of round-the-clock lighting were returned to natural lighting for a period of 21 days to study the reversibility of changes. Animals were withdrawn from the experiment by intramuscular injection based on body weight of drugs for anesthesia (telazol, xylanite). Blood sampling was performed by puncture of the right heart. The functional activity of platelets was determined no later than 3 hours after the collection of blood. Results and discussion. The results of the experiment indicate a direct effect of light desynchronosis on the increase in platelet aggregation ability, while it was noted that the degree of increase in aggregation activity and reversibility of changes directly depend on the duration of round-the-clock lighting. So, a 10-day stay of animals in conditions of abnormal lighting leads to an increase in aggregation indices, which remain at a high level even when animals return to normal conditions. In animals that were under round-the-clock illumination for 21 days, a more pronounced increase in platelet aggregation values relative to animals on day 10 was noted. In this regard, it can be argued that circadian rhythm disturbances provoke the development of microvasculature disorders

The perinatal transmission of HIV-infection in Khanty-Mansi Autonomus Region-Yugra

The analysis of perinatal transmission of human immunodeficiency virus from infected mother to the child in Khanty-Mansi Autonomous Okrug— Yugra was conducted. On the basis of medical notes of more than 3400 pairs “mother-child" the probability of infection transmission depending to completeness implementation of preventive medicamentous measures was estimated. The long-term prognosis of perinatal transmission probability was calculated.Проведен анализ состояния перинатальной передами ВИЧ от инфицированной матери к ребенку в Ханты-Мансийском автономном округе-Югре. На основе анализа медицинской документации более 3400 пар «мать - дитя» определена вероятность передачи инфекции в зависимости от полноты проведения профилактической медикаментозной профилактики. Проведение трехэтапной химиопрофилактики ВИЧ-инфекции парам «мать-дитя» снижает риск инфицирования ребенка с 54,6% до 1,9%. Если выпадает один из этапов химиопрофилактики риск заражения составляет 13,3%. Рассчитан отдаленный прогноз вероятности перинатальной передачи ВИЧ-инфекции

StopCOVID cohort : An observational study of 3,480 patients admitted to the Sechenov University hospital network in Moscow city for suspected COVID-19 infection

© 2020 Oxford University Press. This is a pre-copyedited, author-produced PDF of an article accepted for publication in Clinical Infectious Diseases following peer review. The version of record is available online at: https://doi.org/10.1093/cid/ciaa1535.BACKGROUND: The epidemiology, clinical course, and outcomes of COVID-19 patients in the Russian population are unknown. Information on the differences between laboratory-confirmed and clinically-diagnosed COVID-19 in real-life settings is lacking. METHODS: We extracted data from the medical records of adult patients who were consecutively admitted for suspected COVID-19 infection in Moscow, between April 8 and May 28, 2020. RESULTS: Of the 4261 patients hospitalised for suspected COVID-19, outcomes were available for 3480 patients (median age 56 years (interquartile range 45-66). The commonest comorbidities were hypertension, obesity, chronic cardiac disease and diabetes. Half of the patients (n=1728) had a positive RT-PCR while 1748 were negative on RT-PCR but had clinical symptoms and characteristic CT signs suggestive of COVID-19 infection.No significant differences in frequency of symptoms, laboratory test results and risk factors for in-hospital mortality were found between those exclusively clinically diagnosed or with positive SARS-CoV-2 RT-PCR.In a multivariable logistic regression model the following were associated with in-hospital mortality; older age (per 1 year increase) odds ratio [OR] 1.05 (95% confidence interval (CI) 1.03 - 1.06); male sex (OR 1.71, 1.24 - 2.37); chronic kidney disease (OR 2.99, 1.89 - 4.64); diabetes (OR 2.1, 1.46 - 2.99); chronic cardiac disease (OR 1.78, 1.24 - 2.57) and dementia (OR 2.73, 1.34 - 5.47). CONCLUSIONS: Age, male sex, and chronic comorbidities were risk factors for in-hospital mortality. The combination of clinical features were sufficient to diagnoseCOVID-19 infection indicating that laboratory testing is not critical in real-life clinical practice.Peer reviewe

The effect of the smoking on development of pneumoconioses and dust bronchitis

The aim of the study was to evaluate the effects of smoking on the risk of pneumoconioses and dust bronchitis in persons exposed to industrial dust. A correlation analysis did not reveal any association between smoking and the formation and course of silicosis or asbestosis and chronic bronchitis, registered against the background of these pneumoconioses. There is significant correlation between smoking and the characteristics of dust bronchitis. The significant correlation between smoking index and the parameters of pneumoconiosis from exposure to low-fibrogenic mixed dust was demonstrated as well.Целью исследования явилась оценка влияния курения на риск развития пневмокониозов и пылевых бронхитов у лиц, подвергающихся воздействию промышленной пыли. При корреляционном анализе не выявлено связи между табакокурением и характеристиками формирования и течения силикоза, асбестоза, а также хронического бронхита, зарегистрированного на фоне данных пневмокониозов. Отмечается значимая корреляционная связь между фактом курения и развитием пылевых бронхитов, а также между индексом курения и характеристиками пневмокониоза от воздействия слабо фиброгенной смешанной пыли

Monitoring of exogenous geological processes in Stary Oskol - Gubkin mining region of Kursk magnetic anomaly

The article discusses the necessity of monitoring of exogenous geological processes in Stary Oskol - Gubkin mining region of Kursk magnetic anomaly. As well as the peculiarities of the region Stary Oskol - Gubkin -mining site for the organization and management of geological environment monitoring component

The current state of the geological environment of the Belgorod region in the conditions of intensive mineral development

The article gives assessment of the current state of the geological environment of the Belgorod region in the conditions of intensive development of mineral resources. Special attention is paid to environmental problems of the geological environment Starooskol-Gubkinsky mining district of the KMA and development of dangerous technogenic processe

Algorithm for individual learning content formation in automated machine learning system

The study describes the algorithms used in the formation of individual learning content which can be used in machine learning. The algorithm for generating educational content based on the input test procedure, thereby reducing the number of elementary units of knowledge in the educational conten