A Novel Method for Traffic Parameter Extraction and Analysis Based on Vehicle Trajectory Data for Signal Control Optimization by Yizhe Wang, Yangdong Liu, Xiaoguang Yang

“…As urban traffic systems become increasingly complex, traditional traffic data collection methods based on fixed detectors face challenges such as poor data quality and acquisition difficulties. …”
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Identification and Pathogenicity Analysis of <i>Huaxiibacter chinensis</i> Qf-1 in Mink (<i>Neogale vison</i>) by Yao Chen, Haotian Cai, Xiaoyang Wu, Xibao Wang, Yongquan Shang, Qinguo Wei, Weilai Sha, Yan Qi, Shuli Liu, Honghai Zhang

“…The main virulence genes of <i>H. chinensis</i> Qf-1 were primarily associated with <i>flgB, flgC, flgG, aceA, hemL, tssC1, csgD, hofB, ppdD, hcpA</i>, and <i>vgrGA</i>, functioning in motility, biofilm formation, colonization ability, and secretion systems. Our findings contribute to a better understanding of their pathogenic mechanisms, thereby laying a theoretical foundation for further investigation into the complex interactions between gut microbiota and the host.…”
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Cancer stem cells and tumor-associated macrophages as mates in tumor progression: mechanisms of crosstalk and advanced bioinformatic tools to dissect their phenotypes and interacti... by Francesco Verona, Sebastiano Di Bella, Roberto Schirano, Camilla Manfredi, Francesca Angeloro, Giulia Bozzari, Matilde Todaro, Matilde Todaro, Giuseppe Giannini, Giuseppe Giannini, Giorgio Stassi, Veronica Veschi

“…TAMs have demonstrated the ability to communicate with CSCs via direct ligand/receptor (such as CD90/CD11b, LSECtin/BTN3A3, EPHA4/Ephrin) interaction. …”
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A three-country analysis of the gut microbiome indicates taxon associations with diet vary by taxon resolution and population by Lora Khatib, Se Jin Song, Amanda H. Dilmore, Jon G. Sanders, Caitriona Brennan, Alejandra Rios Hernandez, Tyler Myers, Renee Oles, Sawyer Farmer, Charles Cowart, Amanda Birmingham, Edgar A. Diaz, Oliver Nizet, Kat Gilbert, Nicole Litwin, Promi Das, Brent Nowinski, Mackenzie Bryant, Caitlin Tribelhorn, Karenina Sanders-Bodai, Soline Chaumont, Jan Knol, Guus Roeselers, Manolo Laiola, Sudarshan A. Shetty, Patrick Veiga, Julien Tap, Muriel Derrien, Hana Koutnikova, Aurélie Cotillard, Christophe Lay, Armando R. Tovar, Nimbe Torres, Liliana Arteaga, Antonio González, Daniel McDonald, Andrew Bartko, Rob Knight

“…These results highlight the growing importance of building metagenomic data sets that are standardized, comprehensive, and representative of diverse populations to increase our ability to tease apart the complex relationship between diet and the microbiome.IMPORTANCEAn analysis of fecal microbiome data from individuals in the United States, United Kingdom, and Mexico shows that associations with dietary components vary both by country and by level of resolution (i.e., genus and strain). …”
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ANALYSIS OF THE COMPETITIVE POSITION OF S.C. "FUCHS CONDIMENTE RO" S.R.L. CURTEA DE ARGES by Puiu GRADINARU, Dorulet GRADINARU, Cristina Elena PARASCHIV

“…A firm is competitive when it optimizes its resources and opportunities to obtain a medium- and long-term advantage over its rivals, with the ability to secure self-financing, shareholder payment and employee remuneration. …”
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[Translated article] Biomechanical evaluation and analysis of a reused telescopic intramedullary femoral nail in a child with achondroplasia by C.M. Posada, R. D’Amato, M. Galán-Olleros, C. Miranda-Gorozarri, Á. Palazón-Quevedo, J. Alonso-Hernández

“…The nail was measured and examined following non-destructive deconstruction, material analysis, 3D reverse engineering modeling, and finite element analysis to assess its performance under various loading conditions. …”
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Optimization of plasma sample pretreatment for quantitative analysis using iTRAQ labeling and LC-MALDI-TOF/TOF. by Magdalena Luczak, Lukasz Marczak, Maciej Stobiecki

“…However, the plasma proteome's complexity and the highly dynamic plasma protein concentration range limit the ability of conventional approaches to analyze and identify a large number of proteins, including useful biomarkers. …”
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A Novel Adaptive Independent Component Analysis Method for Multi-Channel Optically Pumped Magnetometers’ Magnetocardiography Signals by Shuang Liang, Jiahe Qi, Junhuai He, Yikang Jia, Aimin Wang, Ting Zhao, Chaoliang Wei, Hongchen Jiao, Lishuang Feng, Heping Cheng

“…Independent component analysis (ICA) is one of the most widely used methods for blind source separation. …”
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Сomparative analysis of grading models using fuzzy logic to enhance fairness and consistency in student performance evaluation by Alibek Barlybayev, Bibigul Razakhova, Altynbek Sharipbay, Aizhan Nazyrova, Nazira Tursynova, Altanbek Zulkhazhav, Gaziza Yelibayeva

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Challenges in AI-driven multi-omics data analysis for Oncology: Addressing dimensionality, sparsity, transparency and ethical considerations by Maryem Ouhmouk, Shakuntala Baichoo, Mounia Abik

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Medication adherence among Jordanian adults with chronic conditions: a combined analysis using regression and machine learning by Walid Al-Qerem, Anan Jarab, Judith Eberhardt, Salwa Abdo, Lujain Al-sa’di, Razan Al-Shehadeh, Dana Khasim, Ruba Zumot, Sarah Khalil

“…The Random Forest model achieved the highest predictive accuracy (R2 = 0.38), and SHAP analysis identified health literacy, disease duration and age as the most influential features.Conclusions These findings highlight the need for targeted interventions that address both individual understanding and structural challenges, such as insurance type and treatment complexity. …”
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Impact of Coconut Oil and Its Bioactive Metabolites in Alzheimer’s Disease and Dementia: A Systematic Review and Meta-Analysis by Duaa Bafail, Abrar Bafail, Norah Alshehri, Noura Hamdi Alhalees, Ahmad Bajarwan

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The relationship between interpersonal emotional regulation and psychological resilience in nursing undergraduates: a cross-sectional study and network analysis by Panpan Huai, Panyu Liu, Xiaomeng Wang, Yunan Wang, Hui Yang, Meiqin Yan, Jinli Guo

“…However, the correlation and function between the various components of psychological resilience and interpersonal emotional regulation are still unclear. Network analysis can realize the objective analysis and prediction of complex symptoms. …”
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The effects of diabetes on attention function: a comparative analysis of children and adolescents with type 1 diabetes and their healthy peers by Paulina Wais, Maia Stanisławska-Kubiak, Elżbieta Niechciał, Katarzyna Anna Majewska, Joanna Wyrwas, Ewa Mojs, Piotr Fichna, Andrzej Kędzia

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Optimizing automotive body panel materials: a CES EduPack analysis of lightweight alloys for sustainable performance by Athil S. Al-Ezzi, Ekhlas Edan, S. M. Anas

“…The superior performance characteristics of CFRP justify its higher initial cost because they address complex applications requiring excellent outcome results. …”
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Application of CNN-based financial risk identification and management convolutional neural networks in financial risk by Zhen Wang

“…The application of intelligent financial analysis model to the research of enterprise financial risk prediction can improve the adaptability of the model, effectively capture complex patterns and adapt to large-scale data, but there are some problems such as insufficient accuracy and low recall rate. …”
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A latent class analysis of cultural wealth: insights into academic success in introductory biology at a Hispanic-serving institution by Alexander Eden, Bryan M. Dewsbury

“…These findings reveal the complex interplay between cultural wealth and academic success in biology education.…”
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Coupled intelligent prediction model for medium- to long-term runoff based on teleconnection factors selection and spatial-temporal analysis. by Jintao Li, Ping Ai, Chuansheng Xiong, Yanhong Song

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Taxonomic, genomic, and ecological insights into a novel Flavobacteriaceae strain from coastal tidal flats by Haohao Wang, Jiahui Liu, Yifan Guo, Yaqin Chen, Chi Zhang, Shan He, Weiyan Zhang, Lijian Ding

“…Members of the family Flavobacteriaceae is known for its ability to degrade complex organic matter, including polysaccharides. …”
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Experimental analysis on residual ultimate bearing capacity of thin plate with internal explosion dent damage under biaxial compression by Lei AO, Zhizhong SHI, Lei ZHANG, Ziqi DING, Zhiyong PEI, Weiguo WU

“…This analysis is essential for evaluating the ship's damage tolerance and determining its ability to safely return to port. …”
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