Enhancing medical response efficiency in real-time large crowd environments via smart coverage and deep learning for stable ecological health monitoring by Asma A. Alhashmi, Ghada Moh. Samir Elhessewi, Mukhtar Ghaleb, Nazir Ahmad, Nojood O. Aljehane, Tareq M. Alkhaldi, Hamad Almansour, Samah Al Zanin

“…The primary objective of this paper is to propose an effective method for enhancing medical response efficiency in large crowd environments by utilizing advanced optimization algorithms. …”
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Global Sensitivity Analysis of High Speed Shaft Subsystem of a Wind Turbine Drive Train by Saeed Asadi, Viktor Berbyuk, Håkan Johansson

“…The governing equations were derived by using the Lagrangian formalism and were solved numerically by Newmark method. The variance based global sensitivity indices are introduced to evaluate the contribution of input structural parameters correlated to the objective functions. …”
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Global bibliometric analysis of Tourette syndrome research (1960–2024): trends, collaborations and emerging themes by Zhu Siying, Tian Dong, Tai Xiantao, Xiong Guangyi

“…Bibliometric analyses were performed using R software and VOSviewer, incorporating annual publication trends, geographical distribution, journal impact metrics (impact factor and H-index), core author collaboration networks, and keyword co-occurrence mapping to assess the structure and dynamics of the research ecosystem.ResultsThe bibliometric analysis encompassed 4,011 publications involving 12,860 authors and 5,524 keywords. …”
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The Influence of Chemical Weapons on Tactics and Operational Art in World War 1 (Essays in the History of Chemical Weapons), Part 3 by M. V. Supotnitskiy, S. V. Petrov, V. A. Kovtun

“…The unprecedented artillery chemical bombardments fired by the German Army, artillery chemical battle, resulted in the significant success of the Germans in spring offensives in 1918, when large parts of the front were given up by the retiring Allied forces. The dynamics of the growth of the chemical warfare agents` (CWA) production, the development of means and methods for delivering the agents efficiently to the target by the Allied countries allowed the authors to suggest that in case Germany had not signed the armistice of 11 November 1918 with the Allies, the large-scale battlefield use of chemical weapons could multiply both in quality and in quantity. …”
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Assessment of the Interdependencies Between High-Speed Videoendoscopy and Simultaneously Recorded Audio Data in Various Glottal Pathologies by Magdalena M. Pietrzak, Wioletta Pietruszewska, Magda Barańska, Aleksander Rycerz, Konrad Stawiski, Ewa Niebudek-Bogusz

“…<b>Methods</b>: The study included 192 participants categorized as normophonic or having functional or organic lesions (benign, premalignant, and malignant). …”
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FedBFGCN: A Graph Federated Learning Framework Based on Balanced Channel Attention and Cross-Layer Feature Fusion Convolution by Hefei Wang, Ruichun Gu, Jingyu Wang, Xiaolin Zhang, Hui Wei

“…However, existing methods normally assign equal attention to all nodes within a single graph, focusing too much on the information of neighboring nodes, even if some nodes are more important in the graph structure or task (such as high consumption users or popular products), which inevitably leads to inefficient node embedding. …”
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Comprehensive Analysis of Orthodontic Treatment Effects on the Oral Microbiome, Metabolome, and Associated Health Indicators by Qin Xie, Duo Li, Chengyan Ren, Hao Liang, Ge Shi, Weihui Chen

“…Orthodontic treatment type and overall oral health status significantly altered the oral microbiota structure and metabolite composition. Notably, the effect of orthodontic methods was more pronounced on metabolome than on microbiome. …”
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Digitalization of Business Development Marketing Tools in the B2C Market by Nataliia Savytska, Vitalina Babenko, Hanna Chmil, Olha Priadko, Iryna Bubenets

“…To achieve the purpose and objectives of the study general and special methods are used: comparative analysis of the results of economic and statistical surveys; method of expert assessments by questionnaires using a 5-point Likert scale. …”
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Changes of cortisol levels and index of lipid peroxidation in cerebrospinal fluid of patients in the acute phase of completed stroke by Selaković Vesna M., Jovanović Marina D., Jovičić Aco

“…Concentration of cortisol in the CSF was measured by quantitative RIA method (Cortisol Bridge kit, Biodata). The ILP was determined according to the spectrophotometric method. …”
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MM-iTransformer: A Multimodal Approach to Economic Time Series Forecasting with Textual Data by Shangyang Mou, Qiang Xue, Jinhui Chen, Tetsuya Takiguchi, Yasuo Ariki

“…This paper introduces a novel multimodal framework for economic time series forecasting, integrating textual information with historical price data to enhance predictive accuracy. The proposed method employs a multi-head attention mechanism to dynamically align textual embeddings with temporal price data, capturing previously unrecognized cross-modal dependencies and enhancing the model’s ability to interpret event-driven market dynamics. …”
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Intrinsic and Measured Information in Separable Quantum Processes by David Gier, James P. Crutchfield

“…We introduce a method for approximating an information source with an independent and identically distributed, Markov, or larger memory model through tomographic reconstruction. …”
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Produk Usaha Mikro Kecil dan Menengah (UMKM) Berkelanjutan Berbasis Tujuan Pembangunan Berkelanjutan (TPB) di Kejulasi, Agam, Sumatera Barat by Virtuous Setyaka, Apriwan Apriwan, Rifki Dermawan, Reisya Amalia Murfi, Thoriq Giffan Aditya, Andrezal Andrezal

“…Using the literature study method, field observation, and direct dialogue with the business owner, concluded that Kejulasi is still in the process of producing sustainable products. …”
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Spatiotemporal Variations of Temperature in Jupiter’s Upper Atmosphere by Kate Roberts, Luke Moore, James O’Donoghue, Henrik Melin, Tom Stallard, Katie L. Knowles, Carl Schmidt, Paola I. Tiranti

“…Pole-to-pole temperature structure is consistent across time spans of 1 month to 1 yr. …”
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Universal patterns of intra-urban morphology: Defining a global typology of the urban fabric using unsupervised clustering by Henri Debray, Matthias Gassilloud, Richard Lemoine-Rodríguez, Michael Wurm, Xiaoxiang Zhu, Hannes Taubenböck

“…The physical dimension of cities and its spatial patterns play a crucial role in shaping society and urban dynamics. Understanding the complexity of urban systems requires a detailed assessment of their physical structure. …”
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Changes in Nature of Prediction in Speech Acts: An Experimental Study by V. A. Pishchalnikova, N. I. Stepykin

“…Utilizing three associative dictionaries published in different years, the dynamics of prediction in speech acts are demonstrated through the method of interpreting associative fields. …”
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THE IMPACT OF THE USE OF BIOFUELS ON CO2 EMISSIONS AT THE LEVEL OF EUROPEAN COUNTRIES FROM THE PERSPECTIVE OF ABSOLUTE DECOUPLING by Valentina SIMION, Liviu MARCUTA, Maricel CAZACU, Nicolae MINEA, Camelia HODOAȘAN

“…To carry out the research, we used a combination of statistical and economic methods (descriptive indicators, growth or decline rates, statistical correlations, etc.), but also graphical methods for data visualization. …”
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The SEIRS-NIMFA epidemiological model for malware propagation analysis in IoT networks by Laura Quiroga-Sánchez, Germán A. Montoya, Carlos Lozano-Garzon

“…In addition, this paper examines how varying the network size and density, the initially infected device, and several model parameters influence the propagation dynamics. Moreover, to address the Markov chain approach’s high temporal and spatial complexity, we use the n-intertwined mean-field approximation method. …”
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Integrated promoter-capture Hi-C and Hi-C analysis reveals fine-tuned regulation of the 3D chromatin architecture in colorectal cancer by Ajay Kumar Saw, Ayush Madhok, Anupam Bhattacharya, Anupam Bhattacharya, Soumyadeep Nandi, Sanjeev Galande, Sanjeev Galande

“…The primary goal is to examine how genomic structural alterations shape the epigenomic landscape in CRC and to assess their potential role in colorectal cancer susceptibility.Methods:PCHi-C and Hi-C datasets from multiple colorectal cancer (CRC) studies were integrated to enhance the resolution of chromatin interaction mapping. …”
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Changes in metabolite profiles in the cerebrospinal fluid and in human neuronal cells upon tick-borne encephalitis virus infection by Satoshi Suyama, Sally Boxall, Benjamin Grace, Andrea Fořtová, Martina Pychova, Lenka Krbkova, Rupasri Mandal, David Wishart, Diane E. Griffin, Daniel Růžek, Niluka Goonawardane

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Psychosocial considerations in pediatric heart transplantation: Initial validation of the Pediatric Psychosocial Assessment Tool at a single center by Michael O. Killian, PhD, MSW, Sonnie E. Mayewski, MSW, Schyler E. Brumm, MSW, Zhe He, PhD, Dipankar Gupta, MBBS, DCH, MD

“…Methods: This study presents initial validation data for the PPAT, based on 189 assessments conducted at a large pediatric heart transplant center. …”
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