Exploring Global Interest in Propolis, Nanosilver, and Biomaterials: Insights and Implications for Dentistry from Big Data Analytics by Magdalena Sycińska-Dziarnowska, Liliana Szyszka-Sommerfeld, Krzysztof Woźniak, Gianrico Spagnuolo

“…Search data were extracted, normalized, and analyzed using multivariate time series methods, including vector autoregression (VAR) modeling, Impulse Response Function (IRF) analysis, and forecast error variance decomposition (FEVD). …”
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Global–Local Feature Fusion of Swin Kansformer Novel Network for Complex Scene Classification in Remote Sensing Images by Shuangxian An, Leyi Zhang, Xia Li, Guozhuang Zhang, Peizhe Li, Ke Zhao, Hua Ma, Zhiyang Lian

“…Experimental validation on the AID and NWPU-RESISC45 datasets demonstrates that the proposed method achieves classification accuracies of 97.78% and 94.90%, respectively, outperforming state-of-the-art models such as ViT + LCA and ViT + PA by 0.89%, 1.06%, 0.27%, and 0.66%. …”
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Ultrasound-actuated ion homeostasis perturbator for oxidative damage-augmented Ca2+ interference therapy and combined immunotherapy by Mi Yang, Yaqin Hu, Xiuxiu Hao, Qiaoqi Chen, Yang Cao, Haitao Ran, Wei Zhang

“…Herein, an ion homeostasis disruptor (PCCa) was synthesized using an in situ mineralization method. The surface of the porphyrin-metal-organic framework PCN was coated with calcium carbonate (CaCO3), aimed at causing Ca2+ overload and disrupting the self-defense mechanism during ion imbalance. …”
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Smart furniture using radar technology for cardiac health monitoring by Ali Gharamohammadi, Mohammad Omid Bagheri, Serene Abu-Sardanah, Michael M. Y. R. Riad, Hajar Abedi, Ahmad Ansariyan, Kang Wang, Ashish Saragadam, Dmytro Chumachenko, Shahabeddin Abhari, Plinio Pelegrini Morita, Amir Khajepour, George Shaker

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Fuzzyfortify: a multi-attribute risk assessment for multi-factor authentication and cloud container orchestration by Mohammad Hafiz Hersyah, Mohammad Hafiz Hersyah, Md. Delwar Hossain, Yuzo Taenaka, Youki Kadobayashi

“…To address this, we propose a web-based cybersecurity framework that combines Fuzzy Analytical Hierarchy Process (Fuzzy AHP), Domain Mapping Matrix (DMM), and fuzzy inference to perform multi-attribute risk assessment tailored to containerized environments. The method involves aggregating expert judgments to prioritize six key CIA-AAN criteria-Confidentiality, Integrity, Availability, Authentication, Authorization, and Non-repudiation-followed by structural complexity quantification using DMM enhanced with Singular Value Decomposition. …”
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The global, regional and national burden of pancreatitis due to alcohol use: Results from the Global Burden of Disease Study 2021 and projections to 2040. by Letai Li, Yaowen Zhang, Jiajie Leng, Siyu Li, Yang Lei, Zhenrui Cao, Yuxiang Luo, Haibing Xiong, Zhongjun Wu, Rui Tao, Yingjiu Jiang

“…This study examines global trends (1990-2021) and projects future burdens to 2040.<h4>Method</h4>Data on Deaths and Disability-Adjusted Life Years (DALYs) attributable to alcohol-induced pancreatitis were retrieved from the 2021 iteration of the Global Burden of Diseases (GBD) database. …”
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Global, regional, and national burden of mortality and DALYs attributable to high body mass index from 1990 to 2021 with projections to 2036 by Feng Xie, Fei Xiong, Baoqin Yang, Zeng Yan, Yong Shen, Hui Qin, Li Chen, Tiantian Chen, Jigui Chen, Shaihong Zhu, Yongbiao Xu, Xulong Sun

“…The autoregressive integrated moving average model was employed to project future trends to 2036. …”
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Analysis of key factors and equity in influenza vaccination among Chinese adults-evidence from a large national cross-sectional survey by Bo Dong, Hengxuan Xu, Ning Tang, Menghan Jiang, Zhihao Lei, Zhihao Lei, Yue Han

“…Although previous studies in China have primarily focused on influenza vaccination among children, limited research has addressed the key determinants and equity issues concerning adult influenza vaccination.The purpose of this study was to investigate the key factors influencing influenza vaccination and its equity among Chinese adults.MethodsThe study uses data from the 2021 Chinese General Social Survey (CGSS) (N = 2695).Initially, differences in influenza vaccination among adults with various baseline characteristics were analyzed using the chi-square test. …”
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Multi-objective optimization for smart cities: a systematic review of algorithms, challenges, and future directions by YiFan Chen, Weng Howe Chan, Eileen Lee Ming Su, Qi Diao

“…Existing algorithms are organised into four families—bio-inspired, mathematical theory-driven, physics-inspired, and machine-learning-enhanced—and benchmarked for computational efficiency, scalability, and scenario suitability across six urban domains: infrastructure, energy, transportation, Internet of Things (IoT)/cloud systems, agriculture, and water management. While established methods such as Non-dominated Sorting Genetic Algorithm II (NSGA-II) and Multiobjective Evolutionary Algorithm based on Decomposition (MOED/D) remain prevalent, hybrid frameworks that couple deep learning with evolutionary search display superior adaptability in high-dimensional, dynamic environments. …”
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The global prevalence of complete hearing loss in 204 countries and territories from 1992 to 2021: a systematic analysis for the global burden of disease study 2021 by Guan-Jiang Huang, Zhi-Jun Fan, Biao-Qing Lu

“…We analyzed temporal trends in ASPR using Joinpoint regression, evaluated the contributions of age, period, and cohort effects through Age-Period-Cohort modeling, and performed decomposition analysis to determine the impact of demographic and epidemiological changes on prevalence trends. …”
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Global, regional, and national burden of disease analysis on paralytic ileus and intestinal obstruction in adults aged 65 and over from 1990 to 2021, with projections for 2030: a G... by Tao Zhang, Meng Chen, Zhitong Yu, Zhetan Ren, Ling Wang, Qi Si, Xinping Lu, Siyuan Bu, Sihong Shen, Qingyan Wang, Yongduo Yu

“…The statistical methods included Joinpoint regression, decomposition analysis, and Bayesian Age-Period-Cohort modeling. …”
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Sea-Ice Surface Types Characterization and SAR Volume Backscattering Properties in Response to Sea States Interactions Using Structural Feature Fusion by Iman Heidarpour Shahrezaei, Hyun-Cheol Kim

“…To accomplish this, a numerical approach for modeling random polar media (RPM) is proposed, benefiting from transform-domain fusion method decompositions in conjunction with a convolutional neural network to jointly reconstruct a reference MIZ model in response to wind waves. …”
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An analysis of the global, regional, and national burden of blindness and vision loss between 1990 and 2021: the findings of the Global Burden of Disease Study 2021 by Lijuan Que, Qin Zhu, Chun Jiang, Qianyi Lu

“…ObjectivesTo evaluate the global burden of blindness and vision loss (BVL) from 1990 to 2021 using a retrospective analysis of epidemiological data from Global Burden of Disease (GBD) study 2021 and to project trends over the next 15 years.MethodsThis retrospective study analyzed data on years lived with disability (YLDs) and prevalence across 204 countries and territories. …”
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Comprehensive Analysis of Trends in Ocean Surface Current by Delineating Kuroshio Extent Using an Optimized Segmentation Algorithm by Mohammed Abdul Athick A.S., Shih-Yu Lee, Chian-Yi Liu

“…Regarding computational efficiency, Detecting Breakpoints and Estimating Segments in Trend (DBEST) and Wavelet Transform (WT) outperformed the other methods. Ensemble Empirical Mode Decomposition (EEMD) and Seasonal Trend Loess (STL) have similar levels of efficiency. …”
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Status assessment and management strategy of a large bridge based on massive real time data by Feng Zhou, Zhihao Cui

“…Using a domestic long-span suspension bridge as a case study, the bridge beam is conceptualized as a multi-degree-of-freedom structure, allowing for the application of linear structural vibration mode decomposition methods. During the on-site load testing, a structural health monitoring system is employed to collect real-time data, which facilitates the calculation of deflection and strain values for each control section under static load conditions. …”
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The global burden of otitis media in 204 countries and territories from 1992 to 2021: a systematic analysis for the Global Burden of Disease study 2021 by Guan-Jiang Huang, Bao-Rui Lin, Pei-Shan Li, Na Tang, Zhi-Jun Fan, Biao-Qing Lu

“…Trend analysis was conducted using estimated annual percentage change (EAPC), Joinpoint regression, age-period-cohort, and decomposition analyses. Future projections were generated using Bayesian age-period-cohort (BAPC) and auto-regressive integrated moving average (ARIMA) models.ResultsThe global incidence of otitis media rose from 322.1 million cases in 1992 to 391.3 million in 2021, with ASIR increasing slightly from 5345.09 to 5529.1 per 100,000 (EAPC: 0.11%). …”
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Effects of rotation corn on potato yield, quality, and soil microbial communities by Zhicheng Zhang, Zhicheng Zhang, Jiying Sun, Dan Wang, Tuanrong Lin, Yuhe Yin, Wei Wang, Yufeng Wang, Zhen Wang, Longqiu Fan, Xinlei Jiao

“…On this basis, we have conducted an in-depth exploration of the effects of the potato-maize rotation system on the structure and diversity of the soil microbial community, aiming to analyze the internal correlation mechanism between the structure of the soil microbial community and the yield and quality of crops.MethodsThis study was based on fields that had been under potato monoculture for five years and established six experimental treatments: potato-potato-potato (IR-A), potato-maize-potato (IR-B), potato-maize-maize (IR-C), potato-potato-potato (RF-A), potato-maize-potato (RF-B), and potato-maize-maize (RF-C).ResultsThe results showed that under the IR planting model, IR-B significantly increased potato yield and vitamin C content while reducing reducing sugar content compared to IR-A (p &lt; 0.05). …”
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Esophageal cancer trends in the US from 1992 to 2019 with projections to 2044 using SEER data by Zhaomin Xie, Jiajia Lin, Zihuan Li, Hexing Sun, Kaiyuan Huang, Danping Lin, Yingsheng Xiao, Congzhu Li, De Zeng

“…We analyzed esophageal cancer data from the Surveillance, Epidemiology, and End Results-12 cancer registry program, using Joinpoint regression for trend analysis and a decomposition method to attribute changes to population growth, population aging, and epidemiological changes. …”
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Enhanced clustering techniques for lithofacies and electrofacies identification in post-salt carbonate and siliciclastic reservoirs: a case study from the campos basin, Brazil by Abel Carrasquilla, Herson Rocha

“…Subsequently, nine unsupervised classification techniques-including eight clustering algorithms (e.g., k-means, k-medoids, Gaussian mixture models, spectral clustering, k-nearest neighbors, subtractive fuzzy clustering, fuzzy c-means, and agglomerative hierarchical clustering) and one neural-based mapping method (competitive neural network) - were applied. …”
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The Identification and synthesis of metabolites of 4-(5-methyl-1,3,4-oxadiazole-2-yl)-benzenesulfonamide by Alexander L. Khokhlov, Ilya I. Yaichkov, Anton A. Shetnev, Valeria A. Panova, Julia A. Efimova, Sergey A. Ivanovskiy, Mikhail K. Korsakov, Nikita N. Volkhin, Sergey S. Petukhov

“…For a complete pharmacokinetic study of this drug, it is necessary to detect and synthesize its metabolites for their systemic exposure evaluation. Materials and Methods: The investigation was performed on 6 Wistar rats and 6 Soviet Chinchilla rabbits. …”
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