A file archival integrity check method based on the BiLSTM + CNN model and deep learning by Jinxun Li, Tingjun Wang, Chao Ma, Yunxuan Lin, Qing Yan

“…The F1 score, recall, accuracy, precision, and AU-ROC are critical measures for model evaluation. The AICM performed well overall, with 97.32% precision and 98.95% accuracy. …”
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Influence of Infill Wall Configuration on Failure Modes of RC Frames by Xiaojie Zhou, Xiaoyuan Kou, Quanmin Peng, Jintao Cui

“…Based on the analysis results, a value of 2.0 is suggested for the critical shear bearing capacity ratio of the frame column to the infill wall. …”
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Performance and stability analysis of all-perovskite tandem photovoltaics in light-driven electrochemical water splitting by Junke Wang, Bruno Branco, Willemijn H. M. Remmerswaal, Shuaifeng Hu, Nick R. M. Schipper, Valerio Zardetto, Laura Bellini, Nicolas Daub, Martijn M. Wienk, Atsushi Wakamiya, Henry J. Snaith, René A. J. Janssen

“…Our study suggests that developing chemically stable absorbers and contact layers is critical for the applications of all-perovskite tandem photovoltaics.…”
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miR-34a Regulates Multidrug Resistance via Positively Modulating OAZ2 Signaling in Colon Cancer Cells by Yong Li, Ping Gong, Ji-xue Hou, Wei Huang, Xiao-ping Ma, Yu-li Wang, Jing Li, Xiao-bin Cui, Na Li

“…Collectively, our combined analysis reveals a critical role of miR-34a/OAZ2 cascade in conferring a proper cellular response to CCa chemotherapy.…”
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The Application of Fast Fourier Transform Filtering to High Spatial Resolution Digital Terrain Models Derived from LiDAR Sensors for the Objective Mapping of Surface Features and D... by Alberto González-Díez, Ignacio Díaz-Martínez, Pablo Cruz-Hernández, Antonio Barreda-Argüeso, Matthew Doughty

“…The quality of GTs used for validation proves more critical than the geodatabase scale. Additionally, in this study, it is demonstrated that the footprint of buildings remains uneliminated, indicating that the model is a poorly refined digital surface model (DSM) rather than a true digital terrain model (DTM). …”
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The Content-Validated Geometry Lessons in Islam Observed Brain-based Learning by Sherma O. Sappari, Florante P. Ibarra, Amirul Mukminin, Kasinyo Harto, Lenny Marzulina, Herri Mulyono, Asmendri Asmendri

“…The infusion of religious values and appreciation of creation informs one’s understanding of the emotions and their importance for learning which are therefore critical to brain-based learning principles.   …”
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Toward Integrating ChatGPT Into Satellite Image Annotation Workflows: A Comparison of Label Quality and Costs of Human and Automated Annotators by Jacob Beck, Lukas Malte Kemeter, Konrad Durrbeck, Mohamed Hesham Ibrahim Abdalla, Frauke Kreuter

“…High-quality annotations are a critical success factor for machine learning (ML) applications. …”
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Exploring Early Learning Challenges in Children Utilizing Statistical and Explainable Machine Learning by Mithila Akter Mim, M. R. Khatun, Muhammad Minoar Hossain, Wahidur Rahman, Arslan Munir

“…To mitigate future educational challenges, the early childhood period is critical for cognitive development, so understanding the factors influencing child learning abilities is essential. …”
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A Stochastic Programming Approach for Scheduling Extra Metro Trains to Serve Passengers from Uncertain Delayed High-Speed Railway Trains by Sihui Long, Lingyun Meng, Xiaojie Luan, Alessio Trivella, Jianrui Miao, Francesco Corman

“…Hub stations connecting metro and high-speed railway (HSR) networks are particularly critical in this system. When HSR trains are delayed due to a disruption on the HSR network, passengers of these trains arriving at the hub station at night may fail to get their last metro connection. …”
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Excitation and Propagation of Longitudinal L (0, 2) Mode Ultrasonic Guided Waves for the Detection of Damages in Hexagonal Pipes: Numerical and Experimental Studies by Xiang Wan, Meiru Liu, Xuhui Zhang, Hongwei Fan, Qinghua Mao, Ming Dong, Xing Wang, Hongwei Ma

“…It has functioned as an essential and critical part of a drill stem in a high-torque drill machine used in various resource exploitation fields. …”
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A Novel Framework for Evaluating Television Program Quality and Its Impact on Viewer Satisfaction and Loyalty by Wahyu Sudarmawan, M. Suyanto, Anas Hidayat, Mario A. Birowo, Hosam A. Riyadh, Baligh A. H. Beshr

“…The study challenges traditional assumptions in media research, which often view demographic segmentation as a critical determinant in audience behavior. The finding emphasizes that program quality outweighs demographic considerations, suggesting that content creators should prioritize quality improvements over targeting specific demographic groups. …”
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Liver Resection Promotes (Regulates) Proinflammatory Cytokines in Patients with Hepatocellular Carcinoma by Farshid Fathi, Behnam Sanei, Mazdak Ganjalikhani Hakemi, Reza F. Saidi, Abbas Rezaei

“…Our data provided further evidence to reveal that IL-6 and TNF-α cytokines are critical to improve liver regeneration.…”
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Analysis of Underwater Topographic Survey of Stilling Basin Based on Unmanned Survey System by Hui Xie, Haoran Wang, Yayi Yang, Yongcan Chen, Jun Yang, Shuang Wang, Zhaowei Liu

“…For the bottom outlet stilling basin of Tingzikou, there is large sediment within a range of 20 m∼40 m from the bottom sill and the maximum height of it reaches 2.04 m, while there is no obvious sediment or structural abnormality in the remaining region of basin. The critical sedimentation height can effectively judge the safety grade of the sedimentation height in stilling basin and provide a reliable support for assessing the overall safety of stilling basin. …”
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Estimation of Global Cardiovascular Risk in Hypertensive Patients from the University of Medical Sciences of Cienfuegos by Lucía Baños Leyva, Milagros Lisset León Regal, Luis Alberto Mass Sosa, Jacqueline Zamora Galindo, José Andy Hernández Quintana, Judeny Colls Cañizares

“…<br /><strong>Results:</strong> the female gender, the age group of 50-69 years, non-diabetics and non-smokers, with normal cholesterol and prehypertensive predominated. 93.3 % presented low overall cardiovascular risk and 6.7 % moderate to critical. Non-diabetic patients with normal systolic blood pressure presented a significant association with low cardiovascular risk. …”
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Otolith annulus validation and population dynamics of dark sleeper Odontobutis potamophila: insights for sustainable fisheries management by Miao Xiang, Miao Xiang, Haoran Liu, Haoran Liu, Haoran Liu, Bo Li, Hongxi Guo, Chuankun Zhu, Man Wang, Man Wang, Jie Wang, Jie Wang, Songguang Xie, Songguang Xie, Lei Zhang, Lei Zhang

“…At the same time, these results provide critical data for sustainable fisheries management in Nansi Lake and similar ecosystems.…”
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A multi-dimensional semantic pseudo-relevance feedback framework for information retrieval by Min Pan, Yu Liu, Jinguang Chen, Ellen Anne Huang, Jimmy X. Huang

“…In fact, the semantic information within pseudo-relevant documents plays a critical role in selecting appropriate query expansion terms. …”
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A Hierarchical Graph-Enhanced Transformer Network for Remote Sensing Scene Classification by Ziwei Li, Weiming Xu, Shiyu Yang, Juan Wang, Hua Su, Zhanchao Huang, Sheng Wu

“…Extensive experimental results indicate that our proposed method effectively learns critical multiscale visual features and distinguishes between similar complex scenes, thereby significantly enhancing the accuracy of RSSC.…”
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SPR Biosensor Based on Bilayer MoS₂ for SARS-CoV-2 Sensing by Talia Tene, Stefano Bellucci, Cristian Vacacela Gomez

“…Performance metrics validated the sensor’s capability for reliable detection, particularly in early-stage diagnostics where timely intervention is critical. Moreover, the biosensor’s linear response to refractive index changes confirmed its potential for quantitative viral concentration analysis. …”
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Improving efficiency and product quality by optimizing methanol purification in biodiesel plant: Addressing abnormalities in distillation column performance by Anggara Dwita Burmana, Yacine Benguerba, Filicia Wicaksana, Vikram Alexander, Silvia Nova, Taslim Taslim, Iriany Iriany

“…The distillation column plays a critical role in purifying the water–methanol mixture, with methanol being reused as a reactant in biodiesel production. …”
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Growing old before growing rich: a scoping review on ageing-related policy interventions from the WHO Southeast Asian Region by Nachiket Gudi, Anu Mohan, Teddy Andrews Jaihind Jothikaran, Abhijith A K, Lena Ashok

“…Background WHO Southeast Asian Region (WHO SEARO) is home to 1.94 billion people accounting for one-fourth of the global population.Objective The primary objective of this scoping review is to describe the various policy interventions implemented in countries of the WHO SEARO to address the consequences of ageing.Design The Arksey and O’Malley framework for scoping review was used to explore existing policy interventions on aged care.Setting WHO SEARO.Methods Ten articles and 33 grey literature discussing the various aged care interventions adopted by WHO SEARO countries were identified through a comprehensive search performed across five databases, PubMed (NCBI), Embase (Elsevier), Web of Science (Clarivate) and Scopus (Elsevier) and Google Scholar.Results The review indicates that healthcare, long-term care and rehabilitation, maintenance and welfare, and old age social security are the critical domains of existing policy intervention. The grey literature, including policies, acts, legislations, agendas and plans of action adopted by WHO SEARO countries, concludes that existing interventions are spread across the differential aspects of ageing and aged care. …”
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