When politics meets policy: a realist review of how political context shapes the impact of public health legal interventions by Yuri Lee, Jiwon Park

“…Future research should refine these insights using mixed-methods case studies and longitudinal evaluations, ensuring policy adaptations that optimize health equity and policy sustainability.…”
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Development of an algorithm for managing an educational organization based on feedback and value-based management by Tikhonov Dmitriy

“…General scientific methods and approaches were used, including abstract-logical and structural-logical analyses, as well as systems analysis. …”
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JUSTIFICATION OF DIRECTIONS FOR IMPROVING THE ORGANIZATION OF MEDICAL CARE FOR PATIENTS WITH COVID-19 AND METABOLIC DISORDERS by Tetiana S. Gruzieva, Olena Ya. Antonyuk

“…The objective of this study is to substantiate strategies for improving the organization of medical care for patients with metabolic disorders, considering current challenges and threats, through an analysis of the incidence of non-communicable diseases, mortality trends, and the availability of healthcare resources. Materials and methods. The study employed analytical, structural-logical, content analysis, and medical-statistical methods. …”
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How sustainable are hypocaloric and balanced diets for weight loss? by Ramona De Amicis, Andrea Foppiani, Alessandro Leone, Federica Sileo, Francesca Menichetti, Sara Paola Mambrini, Marta Pellizzari, Massimiliano Tucci, Daniela Martini, Cristian Del Bo, Patrizia Riso, Simona Bertoli, Alberto Battezzati

“…Objective To compare conventional hypocaloric and balanced weight-loss diets with the sustainable EAT-IT diet, investigating their alignment, the influence of BMI and sex on EAT-IT adherence, to optimize the EAT-IT diet for weight management. Methods 4032 patients (72% female, median age 49y, BMI 29 kg/m2) received hypocaloric diets based on Mediterranean principles (51% carbohydrates, 31% lipids, 0.9 g/kg body weight protein, 17 g/1000 kcal fiber), following Italian dietary guidelines. …”
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AMMap tool for additive manufacturing design, alloy discovery, and path planning by Alexander M Richter, Adam M Krajewski, Zhening Yang, Allison M Beese, Zi-Kui Liu

“…To define and navigate the high order chemical systems of CCMs/FGMs, the open-source tool, AMMap, has been developed utilizing open models and CALPHAD methods for thermodynamic computation. …”
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Bonding of timber and high-performance concrete by Tomáš Vlach, Nick Vanheeswijck, Jan Macháček, Eliška Kafková, Věra Kabíčková, Jakub Hájek

“…The findings highlight the potential of timber-concrete composite systems high-performance concrete to achieve high shear strength and structural integrity through optimized adhesive and rib configurations. The goal is to make maximum use of the material’s mechanical potential and significantly reduce the primary sources of raw materials. …”
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TCN–Transformer Spatio-Temporal Feature Decoupling and Dynamic Kernel Density Estimation for Gas Concentration Fluctuation Warning by Yanping Wang, Longcheng Zhang, Zhenguo Yan, Jun Deng, Yuxin Huang, Zhixin Qin, Yuqi Cao, Yiyang Wang

“…First, sparse kernel principal component analysis (SKPCA) is used to accomplish the feature decoupling of multi-source monitoring data, and its optimal dimensionality reduction performance is verified using long-term and short-term neural networks (LSTMs). …”
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Crystal’s Self-Alignment for High Power Laser Facility Based on Machine Learning by Yaohan Kang, Daizhong Liu, Xiuqing Jiang, Lei Gong, Xingqiang Lu, Mingying Sun

“…The proposed scheme comprises two modules: a rectangular spiral spot scanning search method module and an automatic spot aligning method module based on the open-source Machine-Learning Online Optimization Package (M-LOOP) algorithm. …”
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Essential infantile esotropia by D.R. Mamulat, I.L. Plisov, N.G. Antsiferova, M.A. Sharokhin, K.A. Belousova, G.V. Gladysheva, V.B. Pushchina

“…Material and methods. To complete the review, a search of literature sources was carried out in the PubMed and Scopus abstract databases for the period up to 2022 inclusive. …”
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Learning dual context aware POI representations for geographic mapping by Quan Qin, Tinghua Ai, Shishuo Xu, Yan Zhang, Weiming Huang, Mingyi Du, Songnian Li

“…This study provides a new insight to mine deep information from POIs, contributing to a better understanding of urban systems. The source code is released at http://github.com/quan-qin/DCA.…”
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Measurement-Based Neural Network Technique for Modeling the Low-Frequency Electric Field Radiated Behavior of Satellite Units by Anna N. Lampou, Anargyros T. Baklezos, Konstantinos K. Spyridakis, Dimitrios A. Rigas-Papakonstantinou, Ioannis O. Vardiambasis, Christos D. Nikolopoulos

“…In this work, various ANN architectures are tested and compared in order to select the optimal <i>EDMnet</i> parameters for accurate source identification. …”
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An Explainable Fuzzy Framework for Assessing Preeclampsia Classification by Matías Salinas, Daira Velandia, Leondry Mayeta-Revilla, Ayleen Bertini, Marvin Querales, Fabian Pardo, Rodrigo Salas

“…<b>Methods:</b> The model integrates fuzzy decision trees with a genetic algorithm to identify a compact and relevant set of rules, optimized for both accuracy and interpretability. …”
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Structure and Antibiotic Resistance of the Main Causative agents of Infections Associated with the Provision of Medical care by N. M. Voropaeva, U. M. Nemchenko, E. V. Grigorova, N. L. Bel'kova, N. N. Chemezova, E. D. Savilov

“…For a reasonable choice and optimization of antibacterial treatment of hospital patients, it is necessary to take into account the fact of wide circulation of hospital strains. …”
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3D Reconstruction With Spherical Cameras by Yan Cui, Qingling Chang, Qiang Liu, Xin Yang, Yajiang Huang, Shichao Chen, Fei Ren, Didier Stricker

“…In the camera locating part, we use a global descriptor augmentation model to build a labeled panorama dataset GDAP, in which the images are captured by our designed spherical cameras; In the depth estimation part, we propose a new network UMDE that can estimate the depth of both indoor and outdoor scenes; Finally, in the 3D surface reconstruction section, we turn the reconstruction problem to a graph optimization problem, called GraphFit, in which, we optimize the point clouds with s-t graph and smoothing method successively. …”
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Emerging Role of Mesenchymal Stromal Cell and Exosome Therapies in Treating Cognitive Impairment by Vick Key Tew, Muttiah Barathan, Fazlina Nordin, Jia Xian Law, Min Hwei Ng

“…While these therapies hold great promise, challenges such as variability in MSC sources, optimal dosing, and effective delivery methods need to be addressed for clinical application. …”
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Automatic Road Extraction from Historical Maps Using Transformer-Based SegFormers by Elif Sertel, Can Michael Hucko, Mustafa Erdem Kabadayı

“…Historical maps are valuable sources of geospatial data for various geography-related applications, providing insightful information about historical land use, transportation infrastructure, and settlements. …”
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Hydrogen fueling station: review of the technological state of hydrogen fuel usage by A. A. Chichirov, R. I. Razakova, F. R. Gainutdinov, D. F. Gainutdinova

“…The proposed structure of the container-type HRS is an optimal platform for subsequent modernizations and innovations in the field of hydrogen technologies.…”
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Strategies for Addressing the Lack of Artificial Intelligence Regulations to Protect Consumers in Digital Communication by Sari Norma, Winiarti Sri, Fajri Choirul, Zulhuda Sonny

“…Employing normative legal research methods, the study utilizes a statutory regulation approach, drawing on both primary data sources and secondary legal materials. …”
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Enhancing Power Density in Switched Reluctance Generators Through Split Axial Segmentation by Parlin Siagian, Ira Devi Sara, Tarmizi Tarmizi, Nasaruddin Nasaruddin

“…These findings highlight the potential for harvesting low-power driving energy from natural sources, contributing to advancing renewable energy technologies. …”
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Carbon sequestration by microalgae to reduce carbon emission and strengthening strategy by WANG Yi, CHEN Danqing, MAO Weiwei, LI Pengcheng, SONG Chunfeng*

“…CCUS technology captures carbon dioxide from emission sources such as coal-fired power plants, industrial processes, and even directly from the atmosphere. …”
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