Standardising the administration of joint injections across the Wolverhampton NHS Trust: a service improvement project in rheumatology through the lens of medical education by Hirushi Jayasekera, Tamaraudubamo Agunbiade, S. Venkat Chalam

“…General practice trainees also highlighted the value of joint injection skills in primary care, helping to alleviate pressure on rheumatology services.The Dreyfus model of skill acquisition describes five levels of competency in skill development, ranging from ‘novice’ to ‘competent’ and eventually ‘expert’.1 The model shows how individuals progress from rule-based, analytical thinking to experience-driven mastery of a skill.1 A recent study demonstrates that structured training can enhance competency in procedural skills, such as joint injections.2 Methods: A SMART aim was used to design learning outcomes. …”
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Integrative analysis of H&E and IHC identifies prognostic immune subtypes in HPV related oropharyngeal cancer by Sumanth Reddy Nakkireddy, Inyeop Jang, Minji Kim, Linda X. Yin, Michael Rivera, Joaquin J. Garcia, Kathleen R. Bartemes, David M. Routman, Eric. J. Moore, Chadi N. Abdel-Halim, Daniel J. Ma, Kathryn M. Van Abel, Tae Hyun Hwang

“…We aimed to enhance our understanding of cellular composition and functional characteristics across TME regions and improve patient stratification by integrating H&E with adjacent immunohistochemistry (IHC) images. Methods A retrospective study was conducted on patients with Human Papillomavirus-positive oropharyngeal squamous cell carcinoma (OPSCC). …”
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Development of an explainable prediction model for portal vein system thrombosis post-splenectomy in patients with cirrhosis by Caixia Dong, Guodong Li, Rui Zhou, Dou Qu, Duwei Dai, Junxia Zhao, Lingbo An, Xiaojie Song, Jiazhen Zhu, Zong Fang Li

“…This study aimed to develop a machine learning-based prediction model for PVST occurrence within 3 months after splenectomy.Methods 392 patients with cirrhosis who underwent splenectomy at the Second Affiliated Hospital of Xi’an Jiaotong University between 1 July 2016 and 31 December 2022 were enrolled in this study and followed up for 3 months. …”
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Psychological safety and primary care physicians’ well-being, work conditions and guideline adherence behavior: a cross-sectional study in China by Wenhua Wang, Jinnan Zhang, Rebecca Mitchell, Stephen Nicholas, Elizabeth Maitland, Jiao Lu, Xiaodong Liu

“…Psychological safety was positively associated with professional commitment and self-directed learning and also greater adherence to clinical guidelines and the increased provision of preventive care. …”
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S100A11 as an immune-related exosomal driver of colorectal cancer progression: a novel diagnostic biomarker by Haibo Wang, Rongchao He, Deng Liu, Jun He, Zhong Shen

“…This study aims to identify exosome-related biomarkers in CRC and elucidate the functional significance of S100A11 in tumor progression and immune regulation.MethodsWe integrated multi-cohort transcriptomic data from TCGA and GEO databases and applied a machine learning triad (LASSO-SVM-Random Forest) to identify robust exosomal biomarkers for CRC. …”
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Beyond traditional training: a comprehensive CIPP evaluation of medical internships: assessing program design, implementation, and clinical competency outcomes by Nooshin Yoshany, Seyed Saeed Mazloomy Mahmoodabad, Leila Moradi, Manoj Sharma

“…Abstract Aim Internship programs are important components of teaching and learning that provide medical students with opportunities for real-life learning. …”
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Fecal occult blood affects intestinal microbial community structure in colorectal cancer by Wu Guodong, Wu Yinhang, Wu Xinyue, Shen Hong, Chu Jian, Qu Zhanbo, Han Shuwen

“…Objective To analyze the effects of fecal occult blood test (FOBT) on gut microbes. Methods Fecal samples from 107 healthy individuals (FOBT-negative) and 111 CRC patients (39 FOBT-negative and 72 FOBT-positive) were included for 16 S ribosomal RNA sequencing. …”
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Insider threat detection for specific threat scenarios by Tian Tian, Chen Zhang, Bo Jiang, Huamin Feng, Zhigang Lu

“…Additionally, these methods struggle to accurately identify long-distance dependencies in behavior sequences, frequently increasing false positives. …”
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Artificial Intelligence in Virtual Screening: Transforming Drug Research and Discovery—A Review by Sayantani Roy, Karuppiah Nagaraj, Amit Mittal, Flora C. Shah, Kaliyaperumal Raja

“…This approach, which includes both ligand-based and structure-based methods, aims to discriminate between active and inactive molecules to facilitate the identification of potential therapeutic agents. …”
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Robust skeletal motion tracking using temporal and spatial synchronization of two video streams. by Vytautas Abromavičius, Ervinas Gisleris, Kristina Daunoravičienė, Jurgita Žižienė, Artūras Serackis, Rytis Maskeliūnas

“…Accurate and reliable skeletal motion tracking is essential for rehabilitation monitoring, enabling objective assessment of patient progress and facilitating telerehabilitation applications. Traditional marker-based motion capture systems, while highly accurate, are costly and impractical for home rehabilitation, whereas marker-less methods often suffer from depth estimation errors and occlusions. …”
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Teacher Perspectives on Supporting Students With Stuttering in Schools and Preschools by Anna Michalczyk, Aleksanda Ślusarczyk

“…CONCLUSIONS, RECOMMENDATIONS, AND APPLICABLE VALUE OF RESEARCH: A critical first step to increasing teachers’ awareness of stuttering is incorporating evidence-based content into the Integrated Learning Platform. …”
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Designing diverse and high-performance proteins with a large language model in the loop. by Carlos A Gomez-Uribe, Japheth Gado, Meiirbek Islamov

“…Compared to alternative models, Seq2Fitness improves Spearman correlation with experimental fitness measurements, increasing from 0.34 to 0.55 on sequences containing mutations at positions entirely not seen during training. BADASS requires less memory and computation compared to gradient-based Markov Chain Monte Carlo methods, while generating more high-fitness and diverse sequences across two protein families. …”
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Digital empowerment for innovative teaching: application and mediating effects of information technology in physical education teachers’ practices by Bochuan Zhao, Junji Chen, Jiefu Yang, Yuqi Su

“…Mediation analysis revealed that teaching methods and content fully mediated the relationship between IT teaching and assessment and management.DiscussionThe findings suggest that IT integration allows PE teachers to create more diverse and innovative learning experiences. …”
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From punishment to dialogue: the practice of school reconciliation services by E.G. Pastukhova

“…The collected data were processed using methods of mathematical analysis. <br><strong>Results.…”
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Impact of school closure during COVID-19 pandemic on school-going children in a rural population of Haryana: A qualitative study by Suprakash Mandal, Mohamed S. Hasan, Parul Berry, Sangeet, Saransh Verma, Suryansh, Vishwesh Bharadiya, Tejbeer Singh, MBBS Student Research Study Group, Rakesh Kumar, Kapil Yadav, Puneet Misra, Harshal Ramesh Salve

“…Methods This was a community-based qualitative study conducted in Faridabad District, Haryana, India, from January 2022 to February 2022. …”
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A Framework for Segmentation and Classification of Cervical Cells Under Long-tailed Distribution by YANG Xiao na, LI Chao wei, SHAO Hui li, HE Yong jun

“…In this paper, a deep learning-based cervical cell segmentation and classification framework is proposed. …”
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Is It About Speech or About Prediction? Testing Between Two Accounts of the Rhythm–Reading Link by Susana Silva, Ana Rita Batista, Nathércia Lima Torres, José Sousa, Aikaterini Liapi, Styliani Bairami, Vasiliki Folia

“…Methods: We compared beat versus duration perception for their associations with encoding and sequence learning (prediction-related) tasks, using both visual and auditory sequences. …”
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Intervention strategies to prevent mental health problems and improve resilience in employed parents from conception until the child is 5 years of age: a scoping review by Neeltje Crombag, Bieke Bollen, Eline Vancoppenolle, Thomas Vandendriessche, Dagmar Versmissen, Martha Paisi, Jill Shawe, Susan Garthus-Niegel, Annick Bogaerts

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Gamification in a Flipped Classroom Using Articulate Storyline for Junior High School Students’ Vocabulary Mastery by Agustin Putri Intan Permata, Yudhi Arifani, Slamet Asari

“…This study aims to design gamification-based- instructions using articulate storyline in a flipped classroom setting to improve vocabulary mastery of junior high school students and to examine how students’ perspective on this approach compared to traditional methods. …”
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The Impact of Organizational and Managerial Factors on Integrated Resilience Engineering Indicators: A Case Study in a Petrochemical Complex Aimed at Enhancing Employee’s Health by Zahra KhosraviShapourAbadi, Zahra Naghavi-Konjin, Siavash Etemadinezhad, Jamshid Yazdani-Charati

“…Moreover, a statistically significant and positive correlation was observed between organizational factors and the learning culture indicator (β=0.499, R²=0.277). …”
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