QUALITY ASSESSMENT OF HEALTHCARE DATABASES by Flavia Carle, Lidia Di Minco, Edlira Skrami, Rosaria Gesuita, Luigi Palmieri, Simona Giampaoli, Giovanni Corrao

“…The availability of more and more updated and valid information on data quality and suitability provides data users and researchers an useful tool to optimize their activities. In this paper, we have summarized and synthesized the main aspects of Data Quality Assessment (DQA) applied in the field of secondary use of healthcare databases, with the aim of drawing attention to the critical aspects having to be considered and developed for improving the correct and effective use of secondary sources. …”
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Discriminative fault diagnosis transfer learning network under joint mechanism by Yuxuan Yang, Jiarui Jing, Jian Zhang, Ziyu Liu, Xueyi Li

“…Abstract Unsupervised fault diagnosis methods for rotating machinery are gaining attention but face challenges such as feature extraction from vibration signals, aligning distributions between source and target domains, and managing domain shifts. …”
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Extraction of typical oyster pile columns in the Maowei Sea, Beibu Gulf, based on unmanned aerial vehicle laser point cloud orthophotos by Jinze Du, Jinze Du, Meiqin Huang, Zhenjun Kang, Zhenjun Kang, Zhenjun Kang, Yichao Tian, Yichao Tian, Yichao Tian, Jin Tao, Jin Tao, Qiang Zhang, Qiang Zhang, Yutong Xie, Yutong Xie, Yutong Xie, Jinying Mo, Jinying Mo, LiYan Huang, LiYan Huang, Yusheng Feng, Yusheng Feng

“…Pile culture is a breeding method commonly used for oyster seedlings in the intertidal zone of southern China. …”
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Prospects for the Development of the banking sector of Azerbaijan by Y. F. Veliyeva

“…During the research the author used such methods as the study of literary sources, analysis, synthesis, abstraction and special methods. …”
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Analysis of the state of geometrization development and digital modeling in open-pit mining enterprises by M.S. Kunytska, D.S. Polishchyk, O.V. Shapochnikov

“…The relevance of the work is due to the requirements for optimizing mining processes, ensuring labor safety and increasing economic efficiency in the exploitation of deposits. …”
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The climate impact and land use of cultivated meat: Evaluating agricultural feedstock production. by Hanno Kossmann, Thorsten Moess, Peter Breunig

“…Extraction methods, crop choice, and energy sources will strongly influence future pathways for CM. …”
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A Comprehensive Review of Machine Learning Approaches for Flood Depth Estimation by Bo Liu, Yingbing Li, Minyuan Ma, Bojun Mao

“…Through statistical analysis, this research explored the most commonly used machine learning models and their primary data sources. Building on this foundation, we also examined the potential for integrating machine learning methods with smart city frameworks and artificial intelligence large models for flood depth calculations. …”
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Stray inductance influence on switching waveform design with gate charge control for power MOSFETs by Hirotaka Oomori, Ichiro Omura

“…This paper experimentally investigates the influence of stray inductance on the method since the stray inductance cannot be completely eliminated in practical power converters.A simple and wide-band voltage control current source circuit was built to generate a 100 ns-wide gate charge pulse for measuring the voltage and current responses. …”
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Air quality prediction based on factor analysis combined with Transformer and CNN-BILSTM-ATTENTION models by Shuyuan Liu, Yang Hu

“…Future plans include optimizing factor extraction, exploring external data sources, and developing more efficient deep learning architectures.…”
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Solar Energy Harvesting and Management in Wireless Sensor Networks by Muhammad Mazhar Abbas, Mohamed A. Tawhid, Khalid Saleem, Zia Muhammad, Nazar Abbas Saqib, Hafiz Malik, Hasan Mahmood

“…Wireless networks comprise of small devices that are typically deployed in environments where paucity of energy seriously restricts essential operations. The energy source of these devices decreases very quickly during continuous operation and it is pivotal to replace or recharge frequently the power sources. …”
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Development of a robust FT-IR typing system for Salmonella enterica, enhancing performance through hierarchical classification by Diego Fredes-García, Javiera Jiménez-Rodríguez, Alejandro Piña-Iturbe, Pablo Caballero-Díaz, Tamara González-Villarroel, Fernando Dueñas, Aniela Wozniak, Aiko D. Adell, Andrea I. Moreno-Switt, Patricia García

“…Traditional serotyping methods for Salmonella are accurate but expensive, resource-intensive, and time-consuming, necessitating faster and more reliable alternatives. …”
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ECONOMIC AND LEGAL PREREQUISITES FOR THE FUNCTIONING OF STARTUPS IN MODERN SOCIETY: ISSUES OF INTERNATIONAL AND NATIONAL LEGAL REGIMES by Viktor Makovii, Rashad Mamedov, Illia Klochko

“…The present study employed a combination of general scientific and special legal methods. The analysis determined the quantitative and qualitative parameters of the organisational, legal and economic principles of determining startups in modern conditions. …”
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Analisis Kandungan Karbondiokasida (CO2) dan Gas Metan (CH4) Pada Pembuatan Biogas Berbahan Limbah Organik by Muanah Muanah, Suhairin Suhairin, Nur Annisa Istiqamah, Basirun Basirun

“…Organic waste with unlimited sources and high volumes can cause environmental pollution, so optimal processing is needed. …”
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PERAN GURU DALAM MENCIPTAKAN LINGKUNGAN CERDAS BERMEDIA PADA SISWA SD MODEL SLEMAN by Nur Indah Masita Putri, Pratiwi Wahyu Widiarti

“…The validity of the data was tested using source triangulation by comparing the data sources obtained through the interview method. …”
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Effects of virtual reality-based interventions on cognitive function, emotional state, and quality of life in patients with mild cognitive impairment: a meta-analysis by Xiaohan Li, Yuting Zhang, Lifeng Tang, Lifeng Tang, Lin Ye, Min Tang

“…To investigate potential sources of heterogeneity, subgroup analyses and meta-regression were conducted. …”
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Low-dose versus high-dose intravenous nitroglycerin in the treatment of sympathetic crashing acute pulmonary oedema: a systematic review and meta-analysis focusing on efficacy, saf... by Mohammad Iqbal, Raymond Pranata, Miftah Pramudyo, Hawani Sasmaya Prameswari, William Kamarullah, Mohammad Rizki Akbar, Triwedya Indra Dewi, Syarief Hidayat

“…Nitroglycerin (NTG) is commonly used in SCAPE management, but the optimal dosing remains uncertain. This meta-analysis compared the efficacy and safety of high-dose vs low-dose NTG in SCAPE patients, assessing mechanical ventilation need, symptom resolution, hospital stay and major adverse cardiovascular events (MACE).Design Systematic review and meta-analysis conducted per Preferred Reporting Items for Systematic Reviews and Meta-analyses guidelines, registered in Prospective Register of Systematic Reviews (CRD42024527486).Data sources A comprehensive search in PubMed, Europe PMC and ScienceDirect up to November 2024. …”
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A self-powered soft triboelectric-electrohydrodynamic pump by Fangming Li, Shuowen Sun, Xingfu Wan, Minzheng Sun, Steven L. Zhang, Minyi Xu

“…Using power management circuit, geometric shape optimization, and stacking methods, we achieve a maximum pressure of 4.49 kPa and a maximum flow rate of 502 mL/min. …”
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Sustainable recovery of rare Earth elements from industrial waste: A path to circular economy and environmental health by Pranav Prashant Dagwar, Syed Suffia Iqbal, Deblina Dutta

“…Advanced methods, including bio-metallurgy, have optimized recovery, achieving 80–95% efficiency for elements like Yttrium, Cerium, Neodymium, and Thorium. …”
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Strategies Used for the Discovery of New Microbial Metabolites with Antibiotic Activity by Pablo Dasí-Delgado, Cecilia Andreu, Marcel·lí del Olmo

“…This work critically reviews current strategies for identifying antimicrobial compounds, emphasizing the potential of microorganisms as a rich source of bioactive secondary metabolites. This review explores innovative methods, such as investigating extreme environments where adverse conditions favor the emergence of unique metabolites; developing techniques, like the iChip, to cultivate previously uncultivable bacteria; using metagenomics to analyze complex samples that are difficult to isolate; and integrates artificial intelligence to accelerate genomic mining, structural prediction, and drug discovery optimization processes. …”
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Pioneering innovations in biodegradable packaging for meat products: Exploring intelligent pH indicator films by Sana Mohammadi, Sajad Pirsa, Farzad Mirab toupchi

“…The aim of this article is to thoroughly examine the characteristics of various packaging methods, detailing the properties and advantages of each within the meat and meat product industry. …”
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