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Диагностика тяжести симптомов депрессии при помощи объяснимого искусственного интеллекта
Доклады Российской академии наук. Математика, информатика, процессы управления (ранее - Доклады Академии Наук. Математика). 2023. Т. 514. № 2. С. 242–249.
This paper represents our research to (i) propose an artificial intelligence, AI-based solution to identify depression and (ii) investigate our psychiatric knowledge. Concerning the first objective, we collected and annotated a new audio data set, and scrutinized the performance of eight regression approaches. Our studies showed that k-nearest neighbor and random forest form the group having the most acceptable results. Regarding our second objective, we determined the importance of the features of our best model using the SHapley Additive exPlanations approach: our findings showed that the fourth Mel-frequency cepstral coefficients, harmonic difference, and shimmer are the most important features.
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Russian
Vasilieva E., Bultseva M. A., Trifonova A., Current Psychology 2026 Vol. 45 Article 1320
The current exploratory study aims to reveal identity gaps and interpersonal communication strategies used by Russians to overcome social identity crises. Based on previous research, we assume that many Russians who live both in Russia and abroad face ethnic and national identity threats and experience different social identity crises due to recent geopolitical events. This ...
Added: August 6, 2026
Ulgen H., Journal of International Students 2026 Vol. 16 No. 17 P. 283–312
This study reports a secondary analysis of phenomenologically informed, semistructured interviews with 15 Turkish undergraduate and graduate students at three universities in Moscow and examines how peer networks function beyond emotional buffering to support academic engagement and institutional navigation in Russian–medium higher education. Drawing on social support theory, communities of practice, and community cultural wealth ...
Added: August 5, 2026
Radygina A., Kulikova S., Herald of the Russian Academy of Sciences 2025 Vol. 95 No. 6 P. 963–970
Musical training has a significant impact on brain organization, leading to functional and structural
adaptations that enhance auditory, visual, motor, and cognitive processes. This study investigates how
extensive musical training shapes functional brain connectivity by comparing professional musicians and
non-musicians. Using EEG phase-locking value (PLV) analysis, we examined neural synchronization across
alpha, beta, and gamma frequency ranges during music ...
Added: August 5, 2026
Vlassov V., JAMA - Journal of the American Medical Association 2026 P. 1–6
Importance Elevated low-density lipoprotein cholesterol (LDL-C) is a modifiable risk factor for cardiovascular disease, the leading cause of premature death worldwide. Assessing the LDL-C–related burden is critical for guiding prevention and treatment strategies.
Objectives To estimate the global, regional, and national burden of ischemic heart disease and ischemic stroke attributable to elevated LDL-C (relative to 35-54 mg/dL) from ...
Added: August 4, 2026
Zolotareva A., Социальные науки и детство 2026 Т. 7 № 2 С. 66–77
Context and relevance. Early detection of anxiety and depression symptoms is a priority task for the child and adolescent mental health system. As Russian practice traditionally relies on separate instruments, assessing anxiety and depression in isolation, there is a need for integrated instruments. Objective. To examine the factor structure of the Russian version of the ...
Added: August 4, 2026
Iskakova B., Kleinlein E. V., Prisyazhniuk D. et al., European Journal of Education 2026 Vol. 61 No. 3 Article e70810
This study examines pre-service teachers' (PSTs) attitudes towards inclusive education in Germany and Russia and investigates how they relate to teacher training curricula and teacher educators' discourse. A mixed-methods design was used, including an online survey of PSTs (n = 460) with an open-ended question, curriculum review and exploratory interviews with university educators in both contexts. The ...
Added: August 3, 2026
Reznichenko S. I., Кияненко И. К., Nartova-Bochaver S. K. et al., Экспериментальная психология 2026 Т. 19 № 2 С. 10–28
Abstract
Context and relevance. In the context of accelerated urbanization and a growing disconnect from the natural
environment, there is increasing interest in biophilic attitudes — a system of stable views, beliefs, and
evaluations that reflect a person’s relationship with living nature and shape their psychological well-being and
environmentally responsible behavior. Existing tools for their measurement, such as the ...
Added: August 3, 2026
Maghsoohi A., Pavlov V., Rouse P. et al., Health Care Management Science 2026 Vol. 29 No. 37
As the numbers of older people (65 +) rise globally, the pressure on acute hospitals to provide efficient and effective care while addressing resource inequities increases. In this study we introduce Recognising Episodes of Acute Complexity in Health (REACH), a novel Automatic Machine Learning (AutoML)-based predictive model that prioritises older patients and assigns them to complex ...
Added: July 30, 2026
Kanaev E., Southeast Asia: Actual Problems of Development 2026 Vol. 2 No. 2(71) P. 11–22
The author focuses on a strengthening digital component in the evolution of the South China Sea issue in the context of ASEAN’s evolving approach to the deepening contradictions and its policy in the digital field. On outlining ASEAN’s policy on the South China Sea issue, the author proceeds to exploring the digital agenda of ASEAN’s ...
Added: July 30, 2026
Vlassov V., van der Lubbe S. C., Moberg M. E. et al., The Lancet Public Health 2026 P. 1–6
Background
Road injuries are a leading cause of mortality and morbidity worldwide. Years of international efforts have aimed to strengthen policy engagement, including the 2020 UN General Assembly's proclamation of the Second Decade of Action for Road Safety (2021–30), targeting a 50% reduction in road traffic deaths and serious injuries by 2030. The aim of this ...
Added: July 25, 2026
Hachaturova M. R., Safonova A., Экспериментальная психология 2026 Т. 19 № 2 С. 51–66
Context and relevance. The influence of the environment on psychological well-being has been studied in a wide variety of contexts, including workplaces, schools, healthcare facilities, and digital spaces. However, the psychological well-being of university faculty, particularly in relation to their connection to the university environment in the wide sense, remains virtually unrepresented in psychological research. ...
Added: July 25, 2026
Vasiliev F., Vasilieva E., Мир психологии. Научно-методический журнал 2026 Т. 2 № 125 С. 113–125
This study examines how various team aspects influence their evaluation
of teamwork outcomes. The research was conducted on a targeted sample in Russian
organizations. Using structural equation modeling, three groups of factors were identified:
team aspects that affected cognitive evaluation, emotional evaluation of work, and satisfaction
with the work process (team reputation and commitment); team aspects that did not ...
Added: July 22, 2026
Грудников Н. С., Пастухова Е. Г., Психология и право 2026 Т. 16 № 2 С. 198–214
Context and relevance. Mediation is a widespread form of conflict resolution with its own unique principles. Restorative justice, as a new paradigm in criminal justice, utilizes mediation as a form of implementation while adapting it to its own core concepts. Objective. The study aims to identify the differences between the value foundations of classical and ...
Added: July 22, 2026
Sokolova A., Журнал клинического и прикладного психоанализа 2024 Т. 1 С. 66–84
В статье рассматриваются взгляды нейропсихоанализа на этиологию расстройств зависимости от психоактивных веществ. Нейропсихоанализ исследует взаимосвязь между последними достижениями в нейронауках и психоаналитическими моделями сознания. Он пересматривает взгляды психоанализа на нарушения развития и функционирования человека на основе нового понимания работы головного мозга. Воззрения нейропсихоанализа на этиологию расстройств зависимости (РЗ) вырастают из аффективной нейронауки и семи эмоциональных ...
Added: July 18, 2026
Sokolova A., Psychoanalytic Psychology 2026
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Resistance to change remains central to psychoanalytic practice: Patients often maintain dysfunctional
beliefs and relational patterns even when they recognize their destructive nature. While psychoanalysis has
richly described resistance as a defense against painful affect and threats to internal object relations, the
process-level dynamics through which resistance persists over time have remained incompletely articulated.
This ...
Added: July 18, 2026
Авксентьева М. В., Ашихмин Я. И., Ашихмина О. В. et al., М.: ФГБУ "Издательство "Наука", 2023.
Предложены основные направления совершенствования планирования, организации и оплаты медицинской помощи, лекарственного обеспечения, информатизации и оценки технологий здравоохранения. Рекомендованы такие мероприятия, как конкретизация программы государственных гарантий бесплатного оказания гражданам медицинской помощи, создание системы общедоступного лекарственного обеспечения, использование клинико-статистических групп для оплаты медицинской помощи при ряде хронических неинфекционных заболеваний в амбулаторных условиях, формирование механизма привлечения соплатежей при ...
Added: July 16, 2026
Михайлов И. А., Опухоли женской репродуктивной системы 2025 Т. 21 № 1 С. 86–105
Цель исследования – определить наиболее целесообразную стратегию скрининга и ранней диагностики рака шейки матки (РШМ) в Российской Федерации с точки зрения клинической (диагностической) и экономической эффективности.
Материалы и методы. Для оценки клинической (диагностической) эффективности различных стратегий скрининга проведен систематический обзор публикаций об исследованиях, оценивающих эффективность применения цитологического исследования и тестирования на вирус папилломы человека (ВПЧ) с целью диагностики ...
Added: July 16, 2026
Иванова А. А., Коган С. А., Горбунова Т. В. et al., Менеджер здравоохранения 2026 № 3 С. 96–105
The research r elev anc e is determined by the demand for telemedicine consultations (TMC) as one of health care digitalization pathways in Russian Federation. Telemedicine, regardless of the field, continues to prove its significant role, saving health resources without losing medical care quality. The TMC is regulated by federal level framework. Each year the ...
Added: July 16, 2026
Михайлов И. А., Machine Learning and Knowledge Extraction 2026 Vol. 8 No. 1 Article 8
Whole-slide histology images (WSIs) can exceed 100 k × 100 k pixels, making direct pixel-level segmentation infeasible and requiring patch-level classification as a practical alternative for downstream WSI segmentation. However, most approaches either treat patches independently, ignoring spatial and biological context, or rely on deep graph models prone to oversmoothing and loss of local tissue ...
Added: July 16, 2026
Хайлова Ж. В., Омельяновский В. В., Михайлов И. А. et al., Менеджер здравоохранения 2026 № 4 С. 41–52
The urgency of the problem of organizing effective medical care for cancer patients is determined by the steady trend of increasing incidence of malignant neoplasms, the high proportion of this pathology in the structure of overall mortality, as well as significant medical, demographic and socio-economic losses for society.Purpose of the st udy is to conduct ...
Added: July 16, 2026
Klementiev A., Kasatkina A., Legal Issues in the Digital Age 2026 Vol. 7 No. 2 P. 40–60
The article examines specific aspects of artificial (machine) intelligence in dispute resolution in state and arbitration courts . Drawing on legal research methods and data from artificial intelligence science, the authors propose a significant obstacle to its application in the legal sphere is the so-called “hallucination problem,” i .e ., the generation of false data by machine intelligence programs ...
Added: July 14, 2026
Stoyanova O., Окусков И. С., Бизнес-информатика 2026 Т. 20 № 2 С. 81–93
The integration of artificial intelligence (AI) into information technologies is reshaping competency requirements for IT specialists. However, AI competency penetration into the early phases of the Software Development Life Cycle (SDLC) – requirements analysis and planning – remains underexplored. Existing studies either rely on static competency models lacking empirical validation or analyze the labor market ...
Added: July 5, 2026
Selskiy A., Snegirev A., Колбин Е. И. et al., В кн.: Цифровая клиентоцентричность. Как современные технологии помогают компаниям и государству сделать шаг навстречу потребителям.: М.: ИСИЭЗ ВШЭ, 2026. Гл. 2 С. 71–142.
The second chapter of the monograph analyzes the current megatrends of customer centricity, shaped by digital technologies and transforming the approaches of companies and government bodies to customer and citizen engagement. Based on semantic big data analysis (using the iFORA system) and expert interviews, the authors identify four key megatrends.
The first megatrend, proactive engagement and personalization, describes ...
Added: June 26, 2026
Kosmarsky A., Напреенко И. В., Journal of Cultural Economy 2026 P. 1–4
Added: June 23, 2026