Leveraging generative adversarial networks for data augmentation to improve fault detection in wind turbines with imbalanced data by Subhajit Chatterjee, Yung-Cheol Byun

“…This paper introduces an innovative approach employing Generative Adversarial Networks (GAN) for synthetic fault data generation to address these challenges effectively. …”
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A novel cyber threat intelligence platform for evaluating the risk associated with smart agriculture by Navod Neranjan Thilakarathne, Muhammad Saifullah Abu Bakar, Pg Emeroylariffion Abas, Hayati Yassin

“…Based on the insights derived from the experimental work, actionable recommendations would be provided to relevant stakeholders on how to mitigate cyber risks and bolster the security posture of IoT-enabled smart agriculture. Overall, this innovative approach represents a significant step towards safeguarding the increasingly interconnected world of smart agriculture, offering a promising avenue for defending against the escalating cyber threats faced by this vital industry.…”
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Clinicians’ experience with infographic summaries from the BMJ Rapid Recommendations: a qualitative user-testing study among residents and interns at a large teaching hospital in S... by Thomas Agoritsas, Per Vandvik, Tiffany Hirschel

“…The BMJ Rapid Recommendations explore innovative ways to enhance dissemination and uptake, including multilayered interactive infographics linked to a digitally structured authoring and publication platform (the MAGICapp). …”
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Design and Optimization of a Hybrid Gas Generator for Hydrogen Peroxide Tank Pressurization by Mykhailo Vorobei, Mykola Bondarenko

“…This study presents a novel hybrid gas generator approach using hydrogen peroxide, showing how innovative materials enhance rocket system reliability and efficiency. …”
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Tools to improve discharge equity: Protocol for the pilot TIDE trial by Kirsten Austad, Cecilia Thai, Alegna Zavatti, Nhi Nguyen, Diana Bautista-Hurtado, Patrick Kenney, Noelia Lugo, Joo H. Lee, Howard Lanney, Ziming Xuan, Erika G. Cordova-Ramos, Mari-Lynn Drainoni, Brian Jack

“…., most hospitals do not routinely provide discharge instructions in their preferred language, thereby placing them at higher risk for medical errors and hospital readmission. Innovative solutions to close this implementation gap at hospital discharge for patients with NELP are needed. …”
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Human umbilical cord derived-mesenchymal stem cells alleviate lipid metabolism disturbances of hepatocytes via mitochondrial transport by Jing Xue, Xiangnan Hu, Suying Xia, Pengfei Ren, Aihong Wang

“…Conclusion: UC-MSCs improve lipid metabolism in HepG2 cells through TNT mediated mitochondrial transport, indicating that mitochondria transfer-based therapies may be an innovative and promising therapeutic strategy for NAFLD.…”
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Analysis of the spatial pattern and causes of ecological environmental quality in Myanmar based on the RSEI model and the Geodetector-GCCM method by Shuangfu Shi, Shuangfu Shi, Shuangyun Peng, Shuangyun Peng, Zhiqiang Lin, Zhiqiang Lin, Bangmei Huang, Dongling Ma, Dongling Ma, Ziyi Zhu, Ziyi Zhu, Yilin Zhu, Yilin Zhu, Rui Zhang, Ting Li

“…This study took Myanmar as the research area, employing a Remote Sensing Ecological Index (RSEI) model and spatial autocorrelation analysis to quantitatively evaluate the spatial distribution characteristics of Myanmar’s EEQ in 2020 and reveal its spatial dependence. Furthermore, by innovatively integrating the Geodetector and Geographical Convergent Cross Mapping (GCCM) methods, this study systematically analyzed the impacts and causal relationships of various factors on the spatiotemporal differentiation of EEQ. …”
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A Resource-Efficient Multi-Entropy Fusion Method and Its Application for EEG-Based Emotion Recognition by Jiawen Li, Guanyuan Feng, Chen Ling, Ximing Ren, Xin Liu, Shuang Zhang, Leijun Wang, Yanmei Chen, Xianxian Zeng, Rongjun Chen

“…Such performances are remarkable when considering limited data resources as a concern, which opens possibilities for an innovative entropy fusion method that can help to design portable EEG-based emotion-aware devices for daily usage.…”
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Impact of glioma metabolism-related gene ALPK1 on tumor immune heterogeneity and the regulation of the TGF-β pathway by YaoFeng Hu, Sen Qin, RuCui Deng

“…Comprehensive analyses revealed that high-risk groups exhibited greater expression of specific genes, with ALPK1 showing significant correlations with immune regulation.ConclusionThis research employed a multi-dataset strategy and various methods to clarify the differences in metabolic traits and immune conditions in glioma patients, while creating an innovative prognostic risk evaluation framework. These results offer fresh perspectives on the intricate biological processes that define gliomas.…”
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Trends and periodicities in Krishna Basin rainfall/extremes found via hierarchical analysis by Gaurav Pakhale, Rakesh Khosa, A.K. Gosain

“…Methods include the Mann–Kendall trend test, Innovative Trend Analysis (ITA), Hurst's Rescaled Range (He) Analysis, and Wavelets.The results show variations in rainfall and extreme event patterns across KRB subsystems. …”
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Functional outcome of the three-stitch technique of humerus nailing for comminuted shaft humerus fractures by Sachin Kale, Bhushan Patil, Garvit Khatod, Pramod Bhor, Gursimran Sandhu, Venkatsh Jyoti, Rohan Baruah, Sachiti Kale, Rahul Ghodke, Joydeep Dey

“…Background: Intramedullary nailing for comminuted shaft humerus fractures has emerged as an innovative and advantageous surgical approach, particularly in cases with significant soft tissue injuries complicating open reduction and internal fixation. …”
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Promoting COVID-19 Vaccine Acceptance through Community Engagement: An Ethnographic Study in Ghana by Matilda Aberese-Ako, Wisdom Ebelin, Phidelia Theresa Doegah, Mawulom Kuatewo, Lebene Kpodo, Atsu Godsway Kpordorlor, Robert Kaba Alhassan, Atubiga Alobit Baba, Senanu Djokoto, Evelyn K. Ansah

“…Government officials used innovative approaches such as comparing the safety of COVID-19 vaccines to vaccines designed for children under the age of five years to deal with misinformation. …”
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Experience of using the interactive form of masters’ midterm assessment in a foreign language by Olga V. Igumnova

“…The author suggests discussing the practicability of using three forms of the exam: traditional and innovative with the use of two options for organizing interactive work of students in the masters program at the exam in the form of a presentation and discussion of advanced research directions related to criminology, criminal and penal law. …”
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What enabled the successful implementation of a quality certification initiative in Bhavnagar, Gujarat? A policy analysis case study. by K Shruti Lekha, Sudha Ramani, Harsha Joshi, Preet Verma, Sumit Malhotra, Tapasvi Puwar, Chandramani Kumar, Ankita Shah, Anish Sinha, Deepak Saxena

“…The district's mid-level operational team on quality has engaged with innovative solutions to solve checklist-related hurdles in infrastructure like establishing a temporary fire-escape or installing screens between rooms for additional space. …”
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Competitive advantages of the organization as a guarantee of its high competitiveness by Оksana Koshchii

“…It is proven that nowadays a special role in the formation of competitive advantages of the organization is played by its ability to create a developed communication system, use the advantages of the international division of labor, take into account geopolitical factors and the ability to develop and use various innovations. The following approaches can be used to form and develop the organization's competitive advantages: a consumer-oriented approach; competitor-oriented approach; resource approach. …”
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Modern Pedagogical Approaches in the System of Engineering Education by L. V. Orinina, I. V. Kashuba, N. V. Dyorina, E. V. Rabina

“…The article aims at studying the specifics of the psychological and pedagogical competence of future engineers in the structure of the educational process and in relation to the use of innovative and effective educational technologies. At present, the general issues of humanization and pedagogical and methodological support of the educational process are of great importance in light of the need to increase the academic mobility of university graduates who choose to work at universities. …”
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A Novel Traffic Analysis Zone Division Methodology Based on Individual Travel Data by Kai Du, Jingni Song, Dan Chen, Ming Li, Yadi Zhu

“…This study proposes an innovative TAZ aggregation model based on travel similarity, integrating public transit smart-card data and GIS data from bus networks. …”
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Sustainable aquaculture and sea ranching with the use of vaccines: a review by Alma Alfatat, Kwaku Amoah, Kwaku Amoah, Kwaku Amoah, Kwaku Amoah, Kwaku Amoah, Jia Cai, Jia Cai, Jia Cai, Jia Cai, Jia Cai, Yu Huang, Yu Huang, Yu Huang, Yu Huang, Yu Huang, Muhammad Fachri, Hagai Nsobi Lauden, Shaoliang Lyu, Xuefeng Wang, Sahya Maulu, Berchie Asiedu, Syaifiuddin Syaifiuddin

“…Advanced vaccine technologies, including DNA, recombinant, and inactivated vaccines, have demonstrated their potential to transform aquaculture and sea ranching. Innovations like the recombinant DNA vaccine for goldfish using the G protein expressed by baculovirus for spring viremia for carp and the ME-VAC Aqua Strept vaccine for tilapia highlight their ability to reduce antibiotic dependence and support greener practices. …”
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Barriers and facilitators to implementation of non-medical independent prescribing in primary care in the UK: a qualitative systematic review by Nicola Carey, Judith Edwards, Melaine Coward

“…An inductive thematic synthesis was undertaken to identify descriptive themes and interpret these into higher order analytical themes. The Diffusion of Innovations and Consolidated Framework for Implementation Research were guiding theoretical anchors.Primary and secondary outcome measures N/A.Results Twenty-three articles addressing nurse, pharmacist and physiotherapist IP were included. …”
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Integrated bioinformatics and experimental analysis of CHAF1B as a novel biomarker and immunotherapy target in LUAD by Wei Du, Xiao-Wei Wu, Qing-Feng Li, Bing-Yu Zhang, Jing Wu, Ya-Ping Xu, Xue Yi

“…Overall, CHAF1B may be an innovative biomarker and therapeutic target for LUAD.…”
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