Near viewing behaviors predict educational system in a machine learning model by Ravid Doron, Einat Shneor, Lisa A. Ostrin, Ariela Gordon-Shaag, Ayelet Goldstein

“…Abstract Intensive education systems are believed to contribute to high rates of myopia. This study examined whether near-viewing behaviors in college students differ based on their pre-college educational systems and whether these behaviors can be used to classify students’ educational background using machine learning. …”
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Dataset for Traffic Accident Analysis in Poland: Integrating Weather Data and Sociodemographic Factors by Łukasz Faruga, Adam Filapek, Marta Kraszewska, Jerzy Baranowski

“…Road traffic accidents remain a critical public health concern worldwide, with Poland consistently experiencing high fatality rates—52 deaths per million inhabitants in 2023, compared to the EU average of 46. …”
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Focal Cosine-Enhanced EfficientNetB0: A Novel Approach to Classifying Breast Histopathological Images by Min Liu, Yuzhen Pei, Minghu Wu, Juan Wang

“…Early and accurate breast cancer diagnosis is critical in enhancing patient survival rates, with histopathological image analysis serving as a key diagnostic tool. …”
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Intelligent anti-jamming communication technology with electromagnetic spectrum feature cognition. by Hui Zhao, Guobin Zhao, Xichun Wang, Zhonghui Zhang, Xianchao Xun

“…Experiments show that the proposed model achieves an accuracy rate of 95.23% in identifying interference signals and an anti-interference accuracy rate of 85.47%, significantly outperforming random forest and deep Q-network models. …”
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An Analysis of Stakeholder Management in Project Performance: A Case of Lusaka 400 Road Construction Projects by Dalisani Phiri, Kelvin Chimbomba

“…However, numerous studies have reported high failure rates in managing cost overruns and project delays during the implementation of the Lusaka 400. …”
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Modeling of Systematic Errors and Precision Optimization Methods for Workpiece Clamping and Alignment System in Aeroengine Gearbox Automated Line Machining by DU Xueming, XIANG Yang, LIU Shun, JIN Sun

“…It then designs a Kolmogorov-Smirnov (K-S) test to verify the accuracy of the model, based on which, the accuracy loss patterns during multi-sub-master disc to master disc interchange processes is analyzed. …”
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Evolutionary Links Between Skull Shape and Body Size Suggest Allometric Forces and Selection at Work in a Generalist Group of Lizards by Julio A. Rivera, Jesualdo A. Fuentes‐G., Emília P. Martins

“…We also found strong links to overall body size, with evolutionary shifts to larger bodies being associated with more compact skulls and slower evolutionary rates. This is the opposite of the pattern in most mammals in which larger bodied species have longer snouts, and more like the pattern in frogs in which function has played a more important evolutionary role. …”
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Neighborhood environment and incident diabetes, a neighborhood environment-wide association study ('NE-WAS'): Results from the Hispanic Community Health Study/Study of Latinos (HCH... by Cara M Smith, Elizabeth W Spalt, Linda C Gallo, Jordan Carlson, Matthew Allison, Daniela Sotres-Alvarez, Christina Cordero, Qibin Qi, Earle C Chambers, Martha Daviglus, Amber Pirzada, Gregory A Talavera, Robert Kaplan, Joel D Kaufman, Stephen J Mooney

“…Type 2 diabetes incidence rates vary between neighborhoods, but no single aspect of the neighborhood environment is known to cause type 2 diabetes. …”
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Demographics of colonic health: Unveiling sex- and age-driven trends in a cross-sectional retrospective analysis of 2523 colonoscopy procedures by Arwa F Flemban, Saeed M Kabrah, Mohammad Aldabagh, Hanan M Abd Elmoneim, Samah Alharbi

“…Older patients exhibited a higher prevalence of diverticular disease and bleeding; younger individuals (20–39 years) had higher rates of inflammatory changes. Conclusion Colonic abnormalities were prevalent in this Saudi population, with distinct age- and sex-specific patterns. …”
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Epidemiology and Prognosis of Progressive Pulmonary Fibrosis: A Literature Review by Ignacio Español Montero, Fernanda Hernandez-Gonzalez, Jacobo Sellares

“…Several ILDs other than idiopathic pulmonary fibrosis (IPF) may exhibit a progressive fibrotic phenotype, with diverse clinical presentation, histopathological and radiological patterns, as well as varying rates of disease progression and uncertain epidemiology, but with a similar prognosis of untreated idiopathic pulmonary fibrosis with irreversible lung function deterioration, substantial worsening of quality of life and early mortality. …”
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Behavioural rhythms of two amphipod species Marinogammarus marinus and Gammarus pulex under increasing levels of light at night. by Charlotte N Underwood, Alex T Ford, Samuel C Robson, Herman Wijnen

“…Artificial light at night (ALAN) is proliferating at an alarming rate across the globe, particularly around aquatic habitats. …”
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Media exposure to maternal health trauma: A qualitative study on its effects on Black women's mental health by Diane B. Francis, Nadia Kyeremeh, Nia F. Mason, Soroya Julian McFarlane, Kallia O. Wright

“…Black women experience disproportionately higher rates of death, illness, and mental health issues during and after pregnancy. …”
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Impacts of Aerosol Particle Size Distribution and Land Cover Land Use on Precipitation in a Coastal Urban Environment Using a Cloud-Resolving Mesoscale Model by Nathan Hosannah, Jorge E. Gonzalez

“…Results suggest that LCLU provides the dominant forcing for urban precipitation, affecting precipitation rates, rainfall amounts, and spatial precipitation patterns. …”
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Mechanistic evidence of widespread insecticide resistance among the Illinois West nile virus vectors Culex pipiens and Culex restuans by Kylee R. Noel, Chang-Hyun Kim, Chris M. Stone

“…This study examines resistance patterns to permethrin and malathion in West Nile virus vectors, Cx. pipiens and Cx. restuans, across Illinois from 2018 to 2020. …”
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Comprehensive analysis of the clinical and biological significances of polyamine metabolism in glioma by Fei Bai, Kexin Zhai, Tiantian Yao, Yuxia Zhou, Yongxiang Zhao, Guanghui Yang

“…What’s more, IHC staining was conducted on glioma tissue microarrays to confirm the expression patterns of genes related to polyamine metabolism in glioma tissues. …”
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A hybrid ensemble framework with particle swarm optimization for network anomaly detection by Narinder Verma, Neerendra Kumar, Gourav Kumar, Kuljeet Singh

“…Empirical evaluations demonstrate that the ensemble model achieves superior detection accuracy and reduced false positive rates, thereby advancing the efficacy of intrusion detection methodologies.…”
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EU Wine Exporters Competing in Changing International Markets by Roberto Henke, Anna Carbone

“…In particular, wine trade patterns have been deeply reshaped, and this also affects traditional EU exporters, who operate in a more competitive environment, with new players challenging their position and forcing them to readjust their strategies. …”
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Elder abuse without borders: a systematic review and meta-analysis by Tegene Atamenta Kitaw, Amsalu Baylie, Bruktawite Afework Tekle, Befkad Derese Tilahun, Addisu Getie, Biruk Beletew Abate, Sefineh Fenta Feleke, Alemu Birara Zemariam, Molla Azmeraw, Gizachew Yilak, Seada Seid, Ribka Nigatu Haile

“…Institutional settings and upper-middle-income countries report significantly higher abuse rates, highlighting the need for targeted interventions. …”
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Understanding the influence of precipitation and nitrogen depositions on the soil health and growth indices of invasive (Solidago canadensis L.) and native (Wedelia chinesis) assoc... by Ismail Khan, Muhammad Tariq, Faisal Nadeem, Muhammad Sadiq Khan, Sulaiman Ali Alharbi, Saleh Alfarraj, Sezai Ercisli, Ayse Usanmaz Bozhuyuk, Ping Zhuang

“…Variable precipitation patterns and nitrogen (N) deposition rates have influenced plant community structure and productivity in different ecosystems. …”
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Dynamic Femur Fracture Brace vs Hip Spica Cast for Pediatric Femoral Shaft Fractures: A Retrospective Comparative Cohort Study by Virginia F. Casey, MD, Calvin C. Chandler, MD, George D. Graham, MD, Steven L. Frick, MD

“…Secondary outcomes encompassed hospital admission rates, length of stay, and complications. Results: Demographics were similar between groups (mean age 2.2 years, 80.0% male). …”
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