Exploring sentiment analysis in handwritten and E-text documents using advanced machine learning techniques: a novel approach by Rayees Ahamad, Kamta Nath Mishra

“…The authors proposed the Exploration of Sentiment Insights in Handwritten and E-text through Advanced Machine Learning (ESIHE_AML) algorithms-based model that finds the sentiment polarity and emotion types of handwritten text as well as E-Text. …”
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Communication interventions in adult and pediatric oncology: A scoping review and analysis of behavioral targets. by Bryan A Sisk, Ginny L Schulz, Jennifer W Mack, Lauren Yaeger, James DuBois

“…Overall, 7/12 behavioral domains were engaged by fewer than 30% of included studies. We identified methodological concerns in many studies. These 88 studies reported 188 different outcome measures, of which 156 measures were reported by individual studies.…”
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Research Advances and Application Progress on miRNAs in Exosomes Derived From M2 Macrophage for Tissue Injury Repairing by Zhu Z, Zhang X, Lin X, Wang Y, Han C, Wang S

“…This review aims to elucidate the biological processes underlying exosome formation, the synthesis and function of miRNAs, and the diverse methodologies employed for exosome extraction. Furthermore, we provide a comprehensive summary of the established multifarious functions and mechanisms of M2-Exos miRNAs in tissue injury repair across different systems, while also exploring their potential applications in disease prevention, diagnosis, and clinical practice. …”
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Identification and optimization of urban wetland ecological networks in highly urbanized areas: A case study of Haidian District, Beijing by Wang Zecheng, Zhao Xinsheng, Cui Lijuan, Lei Yinru, Guo Ziliang, Wang Jinzhi, Li Jing, Zhai Xiajie, Wang Rumiao, Li Wei

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Efficacy and safety of anti-thrombotic therapy after surgical mitral valve repair: a scoping review by Jian Ye, Jenny Chen, Hazal Ece Babadagli, Ricky Turgeon, Erica HZ Wang

“…Using a predefined collection form, two authors independently extracted data on study characteristics and results were summarised narratively into themes based on the PICO elements.Results Of 1296 screened references, we included 11 studies (10 cohort and one non-inferiority RCT). …”
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A scoping review on U.S. undergraduate students with disabilities in STEM courses and STEM majors by Maura Borrego, Ariel Chasen, Hannah Chapman Tripp, Emily Landgren, Elisa Koolman

“…In terms of solutions, the largest group (n = 111) advocated for Universal Design, followed by accommodations (n = 94), and technology developed or tested with persons with disabilities (n = 90). Sources which the authors framed as empirical studies less frequently disclosed positionality as a person with a disability (16%) than non-empirical sources (21%). …”
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USABILITY OF PROGRAM INTERFACES FOR TEACHING 3D GRAPHICS IN A SCHOOL COURSE OF INFORMATICS by Oleksandr O. Mosiiuk, Yaroslava B. Sikora, Olena Yu. Usata

“…As a result, the data is analyzed in detail, it is indicated that the obtained results of the exploration research are an important basis for conducting further scientific research related to this topic and will allow better investigation of problematic issues. The authors also formulate recommendations for the study of three-dimensional graphics editors in a school course of informatics and note methodological points that teachers should pay attention to when preparing for classes. …”
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Genetic resources of vegetable crops: from breeding non-traditional crops to functional food by Yu. V. Fotev, A. M. Artemyeva, O. A. Zvereva

“…In this review, the authors considered the promising species of vegetable crops for introduction and breeding in the Russian Federation. …”
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Diagnostic Accuracy of Non-Invasive Diagnostic Tests for Nonalcoholic Fatty Liver Disease: A Systematic Review and Network Meta-Analysis by Sun Y, Hu D, Yu M, Liang SB, Zheng Y, Wang X, Tong G

“…Future research should concentrate on studying the thresholds of NITs and enhancing the clarity of methodological reporting.Keywords: NAFLD, NIT, obesity, NMA, diagnostic…”
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Mapping Chilean clinical research: a protocol for a scoping review and multiple evidence gap maps by Sergio R Muñoz, Nicolás Meza, Eva Madrid, Juan Victor Ariel Franco, Gerard Urrútia, Camila Micaela Escobar Liquitay, Javier Bracchiglione

“…Funding agencies should prioritise research projects according to needed research topics, methodological and cost-effectiveness considerations, and expected social value. …”
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Improving daily reference evapotranspiration forecasts: Designing AI-enabled recurrent neural networks based long short-term memory by Mumtaz Ali, Jesu Vedha Nayahi, Erfan Abdi, Mohammad Ali Ghorbani, Farzan Mohajeri, Aitazaz Ahsan Farooque, Salman Alamery

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A systematic review and meta-analysis: prevalence and clinical implications of anatomical variants of the hepatic portal vein by Juan José Valenzuela-Fuenzalida, Benjamín Rodríguez-Osorio, Cristian Salgado-Torres, Pablo Nova-Baeza, Mathias Orellana-Donoso, Alejandro Bruna-Mejías, Roberto Avila-Sepulveda, Álvaro Becerra-Farfán, Macarena Rodríguez-Luengo, Juan Sanchis-Gimeno, Guinevere Granite, Héctor Gutiérrez-Espinoza

“…Methodological quality was evaluated with an assurance tool for anatomical studies. …”
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PHILOSOPHICAL AND PSYCHOLOGICAL DIMENSIONS OF SOCIAL EXPECTATIONS OF PERSONALITY by V. V. Khmil, I. S. Popovych

“…Social expectations of personality are considered as philosophical and psychological dimensions of the study, presented by analysing expectations in social constructivism, externalizing, building a model of the expected future. The authors clarified some theoretical and methodological aspects of the study of patterns of social expectations in the reflection and construction of social reality. …”
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Biopolitical Strategies in Media Discourses: Responses to the COVID-19 Pandemic in Russia, Germany, and France by N. K. Radina, Yu. V. Balakina, K. V. Bannikov

“…The theoretical and methodological framework of this study is grounded in Michel Foucault's theory of biopolitics, Edward Herman and Noam Chomsky's propaganda model, and Didier Bigo's concept of (in)securitization. …”
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Advances and Prospects in Smart Border Studies Based on a Bibliometric Analysis by Yang Danxuan, Li Cansong, Hu Wei, Lai Zulan, Ge Xurui

“…Furthermore, the distribution of smart border research groups appears to be relatively decentralized, with only a small number of collaborative initiatives to date, and, as yet, no prominent networked group of authors, with a large proportion of the research being conducted in the United States, the United Kingdom, China, Canada, and Germany. …”
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Insufficient Evidence to Recommend Shu Mian Capsule in Managing Depression With or Without Comorbid Insomnia: A Systematic Review With Meta-Analysis and Trial Sequential Analysis by Zhao FY, Xu P, Kennedy GA, Jin X, Wang YM, Zhang WJ, Yue LP, Ho YS, Fu QQ, Conduit R

“…TSA validated the sample size adequacy; nevertheless, the methodological quality of supporting studies varied from very low to low due to substantial bias risk. …”
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Privacy-preserving approach for IoT networks using statistical learning with optimization algorithm on high-dimensional big data environment by Fatma S. Alrayes, Mohammed Maray, Asma Alshuhail, Khaled Mohamad Almustafa, Abdulbasit A. Darem, Ali M. Al-Sharafi, Shoayee Dlaim Alotaibi

“…As IoT networks enlarge, certifying sensitive data privacy while still employing data analytics authority is vital. In the period of big data, statistical learning has seen fast progressions in methodological practical and innovation applications. …”
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Deep Learning and Radiomics in Triple-Negative Breast Cancer: Predicting Long-Term Prognosis and Clinical Outcomes by Cheng C, Wang Y, Zhao J, Wu D, Li H, Zhao H

“…Deep learning and radiomics techniques represent advanced machine learning methodologies and are also emerging outcomes in the medical-engineering field in recent years. …”
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Analysis of the Rights and Obligations of Stakeholders in China’s National Park Concession System by Le ZHONG, Zhicong ZHAO

“…The research proposes a “centralization and delegation” strategy to rectify these issues, advocating for higher authorities to retract the concession-granting powers of the aforesaid management bureaus, while concurrently delegating certain authority to these bureaus for specific project types and scales. …”
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The Economic Implications of Psychosocial Peer Support for Health Workers in German Hospitals by Strametz R, Roesner H, Neusius T, Wiesenhuetter I, Bushuven S, Mira JJ, Hinzmann D, Heininger S

“…Reinhard Strametz,1,* Hannah Roesner,1,2,* Thomas Neusius,1,* Isabell Wiesenhuetter,1 Stefan Bushuven,3,4 José Joaquín Mira,2,5 Dominik Hinzmann,6 Susanne Heininger7 1Wiesbaden Institute for Healthcare Economics and Patient Safety, RheinMain UAS, Wiesbaden, Germany; 2Miguel Hernández University of Elche, Elche, Spain; 3Training Center for Emergency Medicine (NOTIS e.V), Engen, 78234, Germany; 4Department of Anesthesiology and Critical Care, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, 79106, Germany; 5Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana (FISABIO), Alicante, Spain; 6Department Clinical Medicine, Department of Anesthesiology and Intensive Care, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany; 7Faculty for Applied Healthcare Sciences, Deggendorf Institute of Technology, Deggendorf, Germany*These authors contributed equally to this workCorrespondence: Reinhard Strametz, Wiesbaden Institute for Healthcare Economics and Patient Safety, RheinMain UAS, Bleichstr. 3, Wiesbaden, 65183, Germany, Email reinhard.strametz@hs-rm.dePurpose: The objective of this study is to evaluate whether the nationwide establishment and institutionalization of a peer-support program, is economically justified given the potential positive effects on the Second Victim Phenomenon (SVP) among healthcare professionals in Germany.Methods: A comprehensive methodological approach was employed, using data from the SeViD studies to assess the prevalence and duration of SVP among physicians and nurses in Germany. …”
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