Forecasting the Thermal Degradation Depending on the Kinetics of Dracaena Draco Lignocellulosic Fibers Using an Artificial Neural Network by Abdelwaheb Hadou, Ahmed Belaadi, Djamel Ghernaout, Herbert Mukalazi

“…In order to forecast the thermal degradation of Dracaena draco plant fibers (DDFs) using thermogravimetric analysis (TGA) at heating rates ranging from 5 to 30°C/min, this study employed artificial neural networks (ANNs). …”
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Stress generation, relaxation and size control in confined tumor growth. by Huaming Yan, Daniel Ramirez-Guerrero, John Lowengrub, Min Wu

“…Experiments on tumor spheroids have shown that compressive stress from their environment can reversibly decrease tumor expansion rates and final sizes. Stress release experiments show that nonuniform anisotropic elastic stresses can be distributed throughout. …”
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Resilience of the transit-oriented built environment against COVID-19 transmission: Evidence from major urban communities in Wuhan city by Yangguang Xiao, Hsi-Chuan Wang, Kojiro Sho

“…Utilising a combination of spatial and aspatial statistical techniques, we assess how population density, bus stop density, park density and proximity to medical facilities and parks influence infection rates. The findings reveal that whereas high population density in urban core areas correlates with lower infection rates, medical accessibility and bus stop density are significant determinants of transmission in peripheral regions. …”
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Simulation and prediction of rural population changes using agent-based modeling. by Shanshan Huang, Yao Huang, Shitai Bao, Jianfang Wang, Siying Chen

“…To mitigate future rural population aging, enhancing birth rates and fostering rural industrial development is essential to curb migration. …”
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The effect of hyperbaric oxygen and platelet-rich plasma treatments on the adipogenic C2C12 myoblast cell line by Joe Chih-Hao Chiu, Poyu Chen, Kin Fong Lei, Gwo-Jyh Chang, Su-Ching Chen, Rei Higashikawa, Yi-Sheng Chan

“…Cells exposed to both HBO and PRPs had significantly lower proliferation rates than those treated with PRPs alone, suggesting that HBO negatively affects adipogenic C2C12 myoblast proliferation. …”
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Global burden, temporal trends, and health workforce correlations of gallbladder and biliary tract cancer: a comprehensive analysis from 1990 to 2021 with projections to 2046 by Fangyi Dai, Huayou Luo, Yuzhou Cai, Yong Dai

“…Results Globally, incident cases increased from 107,798 to 216,768, while age-standardized incidence rates declined (EAPC: -0.45%, 95% CI: -0.48 to -0.41). …”
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An Experimental Investigation on the Energy Signature Associated With Multiphase Flow in Porous Media Displacement Regimes by Shuangmei Zou, Dong Chen, Nong Kang, Congjiao Xie, Ryan T. Armstrong, Jianchao Cai

“…The findings highlight the importance of wettability and flow rates in determining the efficiency of fluid‐fluid displacement in porous media. …”
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Incidence and prevalence of dysthymia among young adults in China, 1990–2021, with forecasts to 2046: an age-period-cohort analysis of the Global Burden of Disease Study 2021 by Jingxian Wu, Yaping Deng, Kunlu Tong, Zhifang Sun

“…Bayesian and Nordpred APC models were applied to forecast age-standardized incidence rates (ASIR) and prevalence rates (ASPR) for the next 25 years (2022–2046). …”
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Comparative Analysis of Open and Closed Nasal Fractures in Trauma Settings: Mechanisms, Intent, Surgical Interventions, and Outcomes by Ahmad K. Alnemare

“…Objectives: This study aimed to explore nasal fracture patterns, trauma mechanism and intent, treatment approaches, and mortality rates, offering insights for clinical practice and prevention in trauma settings. …”
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Missing The Forest For The Trees: A Lack Of Upper Extremity Physical Performance Testing In Sports Physical Therapy by Matthew L Gauthier, Casey A Unverzagt, Luciana De Michelis Mendonça, Amee L Seitz

“…# Background Despite shoulder and elbow injuries being common in athletics, return to sport and reinjury rates are less than ideal. These outcomes may be driven by the absence of evidence-informed testing to determine an athlete's readiness for sport…”
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Occurrence and Genetic Variation of <i>Monolepta hieroglyphica</i> (Motschulsky, 1858) (Coleoptera: Chrysomelidae), a Newly Emerging Pest, Among Hosts in Northeast China by Wei Sun, Xiuhua Zhang, Jiachun Zhou, Yuebo Gao

“…High gene flow rates were observed, likely contributing to decreased genetic variation. …”
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Arrhythmia detection with transfer learning architecture integrating the developed optimization algorithm and regularization method by Fatma Akalın, Pınar Dervişoğlu Çavdaroğlu, Mehmet Fatih Orhan

“…In addition, since the ECG patterns in pediatric patients are different from the ECG patterns in adults, physicians consider it a difficult and complex task. …”
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Smart deep learning model for enhanced IoT intrusion detection by Faisal S. Alsubaei

“…This superb performance of the OSNN model can be explained by the careful optimization of hyperparameters like strong activation functions (ReLU, GeLU, LeakyReLU), learning rates, dropout rates, and regularization techniques that enable it to learn intricate intrusion patterns efficiently using various datasets. …”
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Free and Open: A Descriptive Study of Energy and Sustainability Programming Geared Toward Adult Learners by Corey Young

“…This study investigates participation patterns in publicly accessible educational events organized by a college policy and research center. …”
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Using online public animal price data as a signal for predicting an increase in animal disease outbreak reports: a pilot study on cross-correlation modeling in Thailand by Veerasak Punyapornwithaya, Supitchaya Srisawang, Chalita Jainonthee, Wengui Li, Ronello Abila, Bolortuya Purevsuren

“…Cross-correlation analysis was conducted to assess the relationship between animal prices and disease outbreak report patterns. Data from January 2021 to December 2023 (primary dataset) were analyzed to identify cross-correlation patterns, while data from January to September 2024 (extended dataset) were incorporated to evaluate the consistency of the observed cross-correlation over the study period. …”
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Optimization complexity and resource minimization of emitter-based photonic graph state generation protocols by Evangelia Takou, Edwin Barnes, Sophia E. Economou

“…We develop optimizers that minimize the number of entangling gates, reducing them by up to 75% compared to naive schemes for moderately sized random graphs. …”
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The Sociology of Suicide After COVID-19: Assessment of the Spanish Case by Enrique Fernández-Vilas, Juan R. Coca, Juan José Labora González, Marcos Iglesias Carrera

“…This paper aims to explore the impact of the COVID-19 pandemic on suicide rates in Spain, using a theoretical ex post facto analysis. …”
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Global, Regional, and National Burden of Smoking-Related Diseases and Associations With Health Workforce Distribution, 1990–2021: Analysis From the Global Burden of Disease Study 2... by Yuzhou Cai, Guiming Chen, Peng Bai

“…Correlation analyses examined relationships between 22 health workforce categories and disease burden.ResultsGlobally, age-standardized death rates from smoking-related diseases increased by 12.3% from 1990–2021, with males showing higher rates than females across all regions. …”
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Outcomes Following Peripheral Vascular Interventions in Patients with End-Stage Renal Disease by Amar Premdatt Gopal, Ankoor Patel, Murad Elias, Shreeya Agrawal, Priya Goyal, David Samson, Igor Laskowski, Romeo Mateo, Arun Goyal, Sateesh Babu

“…The data were analyzed to identify patterns and correlations. Results: This study found that patients with PAD and ESRD have long hospital stays, high amputation rates, high readmission rates, and treatment failure. …”
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Resistance characteristics of culture-positive tuberculosis from 2015 to 2022 by Zhenzhen Wang, Zhenzhen Wang, Liyang Xu, Liyang Xu, Tengfei Guo, Long Li, Qing Zhang, Jinwei Liu, Xiangyang Zu, Zhanqin Zhao, Yun Xue

“…Resistance in MDR-TB and PDR-TB cases frequently involved combinations of hotspot mutations but was not strictly confined to these sites.ConclusionTuberculosis resistance rates have declined over time, with distinct regional variations in resistance patterns. …”
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