An integrative framework for AI-supported coastal hydrodynamics monitoring and analysis by Ruo-Qian Wang, Gustavo Pacheco-Crosetti, Christian Villalta Calderon, Joel Cohen, Emily Smyth

“…Employing a blend of traditional methods and cutting-edge technologies, including the Segment Anything Model (SAM) for high-resolution image segmentation and Dynamic Mode Decomposition (DMD) for pattern recognition, we provide a comprehensive assessment of coastal water dynamics. …”
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The Efficiency of The Interest Channel in The Context of Monetary Policy in Developed Countries by Taner Taş, Kubilay Çağrı Yılmaz

“…Within the framework of the panel VAR model established in line with the results obtained from these tests, the efficiency of the interest channel was investigated with the impulse-response functions and variance decomposition methods. …”
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PRINCIPLES AND STRUCTURE OF THE METHODOLOGY OF RISK-ADAPTIVE MANAGEMENT OF PARAMETERS OF INFORMATION AND TELECOMMUNICATION NETWORKS OF CRITICAL APPLICATION SYSTEMS by Viktor Kosenko

“…The above steps of analysis, synthesis and management of ITN are the basis of the structure of the risk-adaptive ITN SCS management methodology, which includes the following elements: principles, models, methods, and applied means. The methodology is based on the principles of decomposition, matching of goals and coordination of management, stream analysis and modeling of processes, adaptive and risk-based management. …”
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Contemporary epidemiological landscape of pediatric non-Hodgkin lymphoma: a global burden of disease analysis by Xiaobo Luo, Pin Xie, Min Zhou, Yi Xia, Yu Gao, Hui Li

“…Multiple analytical methods were used, including Joinpoint regression, age-period-cohort analysis, decomposition analysis, frontier analysis, health equity analysis, and Bayesian age-period-cohort (BAPC) model.ResultsIn 2021, the global age-standardized prevalence rate was 3.177/100,000, with a disability adjusted life year (DALY) rate of 13.535/100,000. …”
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Optimization of TECIS LiDAR waveform metrics for forest height estimation by Xiaojun Liang, Yong Pang, Cangjiao Wang

“…In ALS P99 regression modelling, the optimal waveform metrics model achieved a Pearson correlation coefficient (r) of 0.86 when slope was not considered. …”
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Environmental Sustainability of Brewers’ Spent Grains Composting: Effect of Turning Strategies and Mixtures Composition on Greenhouse Gas Emissions by Davide Assandri, Ginevra Giacomello, Angela Bianco, Giacomo Zara, Marilena Budroni, Niccolò Pampuro

“…Composting represents an eco-friendly method to manage and valorize organic by-products in a circular economy model. …”
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The persistent challenge of ischemic stroke burden from high fasting plasma glucose: a global perspective by Zhenhai Sun, Menghe Zhang, Yaoyao Zuo, Wenwen Li, Shudi Li, Yunxiao Zhang, Shouqiang Chen

“…Additionally, our analysis included health inequality analysis, decomposition analysis, and predictive analysis employing the Bayesian Age-Period-Cohort model (BAPC).ResultsIn 2021, the global deaths and DALYs attributable to ischemic stroke due to HFPG were 659,378 (95% UI: 507,502 to 823,945) and 12,371,434 (95% UI: 9,587,506 to 15,382,662), respectively. …”
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Selective solvothermal extraction of tetrabromobisphenol A to promote plastic recycling by Paavo Auvinen, Ville H. Nissinen, Erno Karjalainen, Kirsi Korpijärvi, Eerika Olkkonen, Krista Grönlund, Ilkka Rytöluoto, Lauri Kuutti, Mika Suvanto, Janne Jänis, Jarkko J. Saarinen

“…Additionally, DIP-MS was found to be a valuable characterization method for assessing the removal and decomposition of various additives from solid plastic samples with minimal sample preparation. …”
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The global impact of non-alcoholic fatty liver disease (including cirrhosis) in the elderly from 1990 to 2021 and future projections of disease burden. by Siying Huang, Weitao Hu, Taiyong Fang

“…The Joinpoint regression model was utilized to detect turning points in the epidemiological trends of NAFLD, and decomposition analysis was performed to analyze the factors influencing these trends. …”
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Multi-dimensional feature extraction of EEG signal and its application in stroke classification by Teng Wang, Wenhui Jia, Fenglian Li, Xirui Liu, Xueying Zhang, Fengyun Hu

“…Abstract Feature extraction based on EEG signals and construction of classification models using machine learning methods are key to intelligent assisted diagnosis of brain diseases (such as stroke classification). …”
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Dynamic Aerial Small Target Detection Algorithm Based on Compound Zoom Scaling by Jiang Yuan, Zhu Gaofeng, Zhu Fenghua, Xiong Gang

“…Firstly, a more efficient backbone network is introduced, and a composite scaling method is employed to optimize the balance among network depth, width, and image resolution. …”
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Incorporating Wind Power Generation And Demand Response into Security-Constrained Unit Commitment by M.H. Hemmatpour, E. Zarei, M. Mohammadian

“…Demand includes the fixed and responsive loads, and the volatile nature of wind power is modeled. Responsive loads can be curtailed or shifted to another off peak hours. …”
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Global trends and projections in the burden of malignant neoplasm of bone and articular cartilage by Jialiu Fang, Xiaoyue Zhang, Rui Zhu, Xing Xing, Ziyuan Shen, Jisen Zhang, Guoqi Cai

“…We employed decomposition analysis to explore how population growth, aging, and epidemiological shifts impact MNBAC’s burden. …”
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MSLI-Net: retinal disease detection network based on multi-segment localization and multi-scale interaction by Zhenjia Qi, Jin Hong, Jilan Cheng, Guoli Long, Hanyu Wang, Siyue Li, Shuangliang Cao

“…Additionally, a multi-segmented lesion localization module (LLM) is integrated within each branch of a modified feature pyramid network (FPN) to effectively extract critical features while suppressing background noise through parallel branch refinement, and a wavelet subband spatial attention module (WSSA) is designed to significantly improve the model’s overall performance in noise suppression by collaboratively processing and exchanging information between the low- and high-frequency subbands extracted through wavelet decomposition.ResultsExperimental evaluation on the OCT-C8 dataset demonstrates that MSLI-Net achieves 96.72% accuracy in retinopathy classification, underscoring its strong discriminative performance and promising potential for clinical application.ConclusionThis model provides new research ideas for the early diagnosis of retinal diseases and helps drive the development of future high-precision medical imaging-assisted diagnostic systems.…”
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Global, regional, and national prevalence of prostate cancer from 1990 to 2021: a trend and health inequality analyses by Xiaohu Zhao, Shuchen Liu, Zhihui Zou, Chaozhao Liang

“…APC modeling indicated the highest relative risk around age 75—nearly 10 times that of the general population (RR: 9.99; 95% CI: 9.97–10.01). …”
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Incremental predictive value of liver fat fraction based on spectral detector CT for major adverse cardiovascular events in T2DM patients with suspected coronary artery disease by Min Wang, Tanglin Wei, Li Sun, Yanhua Zhen, Ruobing Bai, Xiaomei Lu, Yue Ma, Yang Hou

“…Does the incorporation of LFF derived from SDCT into existing risk prediction models enhance the accuracy of MACE forecasting in patients with T2DM? …”
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Insights into the complex relationship between triglyceride glucose-waist height ratio index, mean arterial pressure, and cardiovascular disease: a nationwide prospective cohort st... by Jie Xu, Dihui Cai, Yuheng Jiao, Yingying Liao, Yinyin Shen, Yunli Shen, Wei Han

“…Time-dependent receiver operating characteristic (ROC) analysis was used to assess the predictive performance of TyG-WHtR, MAP for CVD. Four-way decomposition method explored the mediating effects of the TyG-WHtR index and MAP in CVD. …”
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Analysis of microstructure properties of Ni-Fe MOFs and their influence on selective recognition of single and binary dye systems by Dan Xu, Xiaolin Cao, Jie Zhou, Zhihao Lin, Jing Wang, Jiatong Han, Ge Chen, Guangyang Liu, Xiaomin Xu, Yanguo Zhang, Donghui Xu

“…The adsorption kinetics followed a pseudo-second-order model, and the adsorption isotherms conformed to the Langmuir model, while Fe-MOFs and Ni/Fe(1:1) MOFs also exhibited compatibility with the Freundlich model. …”
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Dynamic Relationship between the Iranian Stock Market and Commodity Markets: A TVP-VAR Approach and Portfolio Optimization by Hadi Esmaeilpour, Emad Sharifbagheri

“…This method assesses the interdependencies among assets and the spillover effects between markets. …”
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Global, regional, and national burden of older adult atopic dermatitis in 204 countries and territories worldwide by Yi Ou, Xinyi Shao, Jingbo Zhang, Jin Chen

“…We used joinpoint regression analysis, decomposition analysis, cross-country inequality analysis, frontier analysis and prediction model to epidemiological analysis.ResultsFrom 1990 to 2021, the global prevalence of older adult AD increased to 11,009,630 cases (95% UI: 9,915,829 to 12,170,941), even as ASRs declined, which were primarily driven by population growth. …”
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