Self-organizing expert communities in educational projects by Gennadiy P. Vinogradov, Vladimir N. Kuznetsov

“…To carry out production activities, a specialist uses a complex of abilities, knowledge and skills that should be considered as models of his production and technological activities. …”
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Application of artificial intelligence in circular economy: A critical analysis of the current research by Saroj Raut, Niamat Ullah Ibne Hossain, Mahtab Kouhizadeh, Steven A. Fazio

“…A total of 821 data points employed in this study are extracted from the Scopus database for the period between 2011 and 2023. …”
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Evaluation of the Effectiveness of an Integrated Educational Protocol Including Self-Compassion, Parenting, and Cognitive Promoting (PSCP) on Reading Component in Children with Dys... by Zoleykha Abedini, Rahim Badri Gargari, Eskandar Fathi Azar, Shahrooz Nemati, Shahram Vahedi

“…Next, the mixed factor variance measurements were analyzed in SPSS-21 software to analyze the data extracted from the research. The results of this research indicated that the PCSP multifaceted intervention program had a significant effect on literacy components, and this effect remained consistent during the three-month follow-up. …”
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Evaluation of the effectiveness of rehabilitation nursing training for clinical nurses based on the Kirkpatrick model by Manzhou Yang, Xiuying Zhang, Ruiyang Han, Xiao Ding, Runguo Gao, Qi Jing, Weiqin Cai, Anning Ma, Qianqian Gao, Hongmei Li

“…Four themes were extracted from the semi structured interviews: improving relevant capabilities, optimizing training, improving safety management awareness and crisis awareness, and expanding career development space. …”
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A systematic review of peer support interventions to improve psychosocial functioning among cancer survivors: can findings be translated to survivors with a rare cancer living rura... by L. Hemming, S. F. A. Duijts, N. Zomerdijk, C. Cockburn, E. Yuen, R. Hardman, J. Van Vuuren, T. Farrugia, C. Wilson, E. Spelten

“…After screening, data on study characteristics, intervention components and impact on psychosocial functioning were extracted. Quality assessment was conducted, and findings were synthesised narratively. …”
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A Lightweight Method for Road Defect Detection in UAV Remote Sensing Images with Complex Backgrounds and Cross-Scale Fusion by Wenya Zhang, Xiang Li, Lina Wang, Danfei Zhang, Pengfei Lu, Lei Wang, Chuanxiang Cheng

“…Moreover, the CAA attention mechanism is employed to strengthen the model’s global feature extraction abilities; (2) a cross-scale feature fusion strategy known as GFPN is developed to tackle the problem of diverse target scales in road damage detection; (3) to reduce computational resource consumption, a lightweight detection head called EP-Detect has been specifically designed to decrease the model’s computational complexity and the number of parameters; and (4) the model’s localization capability for road damage targets is enhanced by integrating an optimized regression loss function called WiseIoUv3. …”
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Developing Microsurgery Skills Outside of the Operating Room by Tessa E. Muss, MD, Elizabeth Malphrus, MD, MPP, Nicholas Albano, MD, Suhail Kanchwala, MD

“…Descriptive data were extracted from these resources, including course objectives, unique features, model used, and curriculum. …”
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Building performance simulation for sensemaking in architectural pedagogy by Martha Bohm

“…During sensemaking one constructs meaning from one’s chaotic surrounding information; cues are extracted and attended to such that action is possible. …”
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A review based study on emotional distress and physical pain in oral and head and neck cancer patients pre- and post-chemotherapy by Sanya Mehndiratta, Ravindra Singh, Saanjli Bhandari, Mansha Dadhich

“…Psychosocial support and palliative care should be integrated to encourage and improve the abilities of cancer-affected patients.…”
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MACNet: A Multidimensional Attention-Based Convolutional Neural Network for Lower-Limb Motor Imagery Classification by Ling-Long Li, Guang-Zhong Cao, Yue-Peng Zhang, Wan-Chen Li, Fang Cui

“…The attention-enhanced convolutional module extracts temporal and spatial features while refining the feature maps across the channel and spatial dimensions. …”
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Statistical evaluation of the quality of working life of employees in the russian federation by Vera V. Zholudeva, Nadezhda F. Melnichenko

“…The quality of working life allows us to determine the working conditions, its organization from the perspective of the optimal realization of the abilities of employees.The article analyzes the domestic approaches to the definition and evaluation of the quality of working life. …”
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Cerebral Blood Flow Characteristics of Boys with Different Subtypes of Attention Deficit Hyperactivity Disorder and Their Relationship with Executive Function by ZHANG Xinyi, LIU Ningning, LI Haimei, WANG Yufeng, LIU Lu, QIAN Qiujin

“…This reduced regional CBF may be associated with executive function deficits in organization and planning abilities in ADHD-C, providing new insights into the neurobiological mechanisms underlying ADHD subtypes.…”
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A qualitative study on the dietary management experience of patients after bariatric surgery based on the COM-B model by HUA Mingbo, YUAN Haijuan, ZHAO Shuai, WANG Tianxiu, XU Yeming, ZHAO Yuqiu, WEI Xiao, WANG Daorong

“…Results Based on the interview content， a total of 3 themes and 10 sub-themes were extracted， including the constraints of physical and cognitive abilities on dietary management （early postoperative discomfort symptoms affecting dietary behavior， limited access to dietary management knowledge， overly broad dietary guidance）； the influence of environmental factors on dietary management （the positive role of social and family support， the constraints of social situations on dietary management， the economic burden restricting continuous intervention）； and the impact of internal psychological motivations on dietary management （improper emotional coping leading to loss of control over diet， the challenge of habitual behaviors to dietary management， psychological contradictions and conflicts in dietary management， self-reflection and growth in dietary management）. …”
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Integrating BERT for Nuanced Sentiment Analysis: A Detailed Examination of Diverse Textual Datasets by Esra Issa, Abdullahi Abdu Ibrahim

“…The rapid emergence and growth in the number of digital communication platforms have resulted in a previously unimaginable volume of text data suitable for sentiment analysis. Public sentiment extraction and interpretation definitive in various areas of marketing, politics, and customer service sectors. …”
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The impact of family stress and resilience on child development: a scoping review by Marília M. Mendes-Sousa, Marina B. Perrone, Rafael B. de Melo, Marcos V. V. Ribeiro, Qiong Chao, Carolina Torres, Zila M. Sanchez, Pamela J. Surkan, Silvia S. Martins, Thiago M. Fidalgo, Sheila C. Caetano

“…Data were independently extracted using a structured form. Results: Database searches identified 12,990 unique records. …”
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Effects of traditional Chinese exercises on post-stroke depression: a meta-analysis of randomized controlled trials by Yan Li, Yan Li, Xiaomei Li, Jingwen Huang, Hejia Cai

“…Data were independently screened, extracted, and analyzed using RevMan 5.3 and Stata 17, with heterogeneity assessed through sensitivity, subgroup, and meta-regression analyses. …”
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Petroleum Hydrocarbon Bioremediation Using Native Fungal Isolates and Consortia by Asmaa A. Hamad, Hani A. Moubasher, Yasser M. Moustafa, Nermen H. Mohamed, Eman H. Abd-el rhim

“…Crude oil spills as a result of natural disasters or extraction and transportation operations are common nowadays. …”
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Development and study on properties of tea flower soap by ZHANG Dan, LU Ying, LI Bo, YU Huajun, TU Youying

“…By expanding experiment, it was found that the tea flower extracts can further improve the performance of product.This study developed a natural tea flower soap with strong abilities of cleaning and protecting skin. …”
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CAFNet: Cross-Modal Adaptive Fusion Network With Attention and Gated Weighting for RGB-T Semantic Segmentation by Meili Fu, Huanliang Sun, Zhihan Chen, Lulin Wei

“…Advanced applications such as autonomous vehicles and intelligent surveillance systems require strong environmental awareness abilities, and RGB-T semantic segmentation technology which fuses visible details and thermal imaging contour features can effectively improve perception capabilities. …”
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Advancing Ton-Bag Detection in Seaport Logistics with an Enhanced YOLOv8 Algorithm by Xiulin Qiu, Haozhi Zhang, Chang Yuan, Qinghua Liu, Hongzhi Yao

“…Finally, the C2f-ORECZ block based on a linear scaling layer is designed for the neck, which reduces the training overhead and strengthens the feature learning of the feature extraction network for the targets in the complex background of the harbor and adds the 160 × 160 scale detection head to strengthen small target detection abilities. …”
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