Using the RE-AIM framework to evaluate the impact of shared medical appointments for diabetes mellitus: a systematic review and meta-analysis by Wei Yang, Run Mao, Ziyun Liang, Zihui Liang, Ruixin Wang, Jiamin Wang, Xufei Luo, Meng Lyu, Dong Roman Xu, Yiyuan Cai

“…We performed meta-analyses for all randomized controlled trials (RCTs) using a random-effects model and presented Forrest plots and test statistics (Cochran's Q and I 2) for heterogeneity analysis. …”
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The Effectiveness of the UNAIDS Strategy«90-90-90»in Populations with Different Population Growth by D. A. Neshumaev, E. N. Sukharev, V. L. Stasenko

“…In populations with a positive natural growth reduction transmission probabilities less than 40% strategically not effective, and when it reaches 80% potentiated abrupt cessation epidemic process.…”
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Application of foam-mat drying to produce field crab powder: Foaming process optimization, drying kinetics, and final product characterization by Nguyen Minh Thuy, Ngo Ngoc Nhut Minh, Nguyen Hoang Kha, Bui Thi Bich Thuy, Tran Ngoc Giau, Hong Van Hao, Vo Quang Minh, Ngo Van Tai

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Observation of intestinal flora diversity with the parasites infection process in a nonlethal malaria model of BALB/c mice induced by Plasmodium yoelii 17XNL strain by Wei Guan, Daoxiu Xu, Shuguo Yang, Yanqing Zhao, Yiting Xie, Min Lin, Yaqun Liu, Yuzhong Zheng, Jian Li

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Contribuição dos modelos de qualidade e maturidade na melhoria dos processos de software Contribution of quality and maturity models to software process improvement by Antonio Carlos Tonini, Marly Monteiro de Carvalho, Mauro de Mesquita Spinola

“…The research concludes that the quality and maturity models must be used as improvement process drivers.…”
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Research on Standardization Scheme of Operation Capacity Calculation for Urban Rail Transit Lines by YU Haipeng, HAO Bin

“…Based on the full grasp of the structure characteristics of urban rail line, train traction and braking characteristics, signal system performance and operation management law, and according to the requirements of urban rail transit system engineering design, this paper puts forward standardization scheme of urban rail transit line operation capacity calculation, involving standard principles, operation capacity indicators and accuracy requirements, normalized computing framework, standardized model interface, application and scalability. This paper proposes a standardized process and modeling scheme of line operation capacity calculation, which is convenient for the project owner and all participants to evaluate the train operation capacity achieved by the urban rail transit system design scheme (such as line design scheme and signal design scheme), so that the deviation between the calculation results and the actual effect after the implementation of the scheme is within the allowable error range, all parties can reach a consensus on the driving capacity status and optimization direction of the project scheme, so as to optimize the scheme as soon as possible in the early stage of project design and improve benefits.…”
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Enhanced methylene blue degradation and miniralization through activated persulfate coupled with magnetic field by Hossein Abdipour, Ghorban Asgari

“…Under optimal conditions, the methylene blue removal efficiency and TOC destruction efficiency reached 91.8% and 88%, respectively. The kinetics of the process followed pseudo-second order (R2 = 0.9723). …”
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Enhancing Text Classification Through Grammar-Based Feature Engineering and Learning Models by Alaa Mohasseb, Andreas Kanavos, Eslam Amer

“…Experimental results show that DistilBERT achieves the highest binary classification accuracy, equal to 94%, while BiLSTM and CNN outperform transformers in multi-class settings, reaching up to 92% accuracy. These findings confirm that grammar-based features provide critical syntactic and semantic insights, enhancing model robustness and interpretability beyond conventional embeddings.…”
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CFAS: consensus-focused abstractive meeting summarization through multi-party discourse modeling by Yanan Jin, Qingyun Shi, Qiping Liu

“…However, most existing summarization approaches process meeting transcripts as linear sequences, failing to account for the dialogic and collaborative nature of real-world discussions. …”
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Application of RSM- CCD methodology and image J. for modeling and optimization of orchid protocorm encapsulation by Zahra Mahdavi, Shirin Dianati Daylami, Ali Fadavi, Mandana Mahfeli

“…To determine the synthetic seeds, digital images were taken, and response variables were extracted using the image J processing platform. The ANOVA results showed significant effects of linear and interaction terms of models on all studied factors (P < 0.001). …”
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STRATEGY OF IMPROVEMENT OF THE LOGISTICAL PROCESSES IN AN ENTERPRISE by Zbigniew ŁUKASIK, Aldona KUŚMIŃSKA-FIJAŁKOWSKA, Sylwia OLSZAŃSKA-WESOŁY

“…The goal of the article was to analyze the logistics distribution of the enterprise acting within the scope of e-commerce and to propose a strategy to improve the execution of the process of completion. A model has been developed and simulation has been made.…”
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The geometry of meaning: evaluating sentence embeddings from diverse transformer-based models for natural language inference by Mohammed Alsuhaibani

“…On the Stanford Natural Language Inference (SNLI) dataset, the model reached 90% accuracy and 86% F1-score, while on the MedNLI dataset, the highest F1-score recorded was 84%. …”
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LEVERAGING AI TO REVOLUTIONIZE BUSINESS PROCESSES by Adina-Georgeta CREȚAN

“…By leveraging AI, the proposed system transforms how business processes are managed, delivering key benefits such as decision automation, reduced response time, enhanced collaboration, and increased sustainability within virtual enterprise networks. …”
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Improving the Energy Efficiency of Heat-Technical Equipment on the Basis of Numerical Simulation of Non-Stationary Processes by A. M. Niyakovskii, V. N. Romaniuk, Yu. V. Yatskevich, A. N. Chichko

“…A temperature shift relative to the specified thermal mode of the heater due to the non-equilibrium of the concrete hardening process is observed. The proposed mathematical model allows determining the time of reaching a preset temperature for any point of the internal space of the product subjected to heat treatment that can be used in the when designing of new and modernizing of existing thermal technological installations of accelerated hydration of concrete, as well as systems for automated control of the concrete hardening process in these devices. …”
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A Novel Tool for Biodiversity Studies: Earthworm Classification via NGS and Neural Networks by Tadeusz Malewski, Ewa Ropelewska, Andrzej Skwiercz, Anastasiia Lutsiuk, Anita Zapałowska

“…Textures after selection were used to develop classification models using machine learning algorithms. The earthworms <i>Eisenia fetida</i>, <i>Dendrobaena</i> ssp., and <i>Lumbricus terrestris</i> were distinguished with the accuracy reaching 100% for models built using Logistic, Ensemble, and Narrow Neural Network. …”
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USE OF A NUMERICAL ANALYTICAL MODEL FOR ASSESSING THE FUNCTIONAL EFFECTIVENESS OF AN INFORMATION PROTECTION SYSTEM BY ANALYSING ITS PROBABILISTIC-TEMPORAL CHARACTERISTICS by V. P. Alferov, A. V. Butskikh, A. V. Krisilov, A. D. Popov, E. A. Rogozin

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Improvement in hippocampal kindling analysis through computational processing data Aprimorando a análise do modelo de kindling hipocampal com o auxílio de processamento computacion... by Joacir Graciolli Cordeiro, Alberto Capurro, Ad Aertsen, Karina Kohn Cordeiro, João Cândido Araújo, Andreas Schulze-Bonhage

“…This experiment highlights the usefulness of computational processing applied to animal models of temporal lobe epilepsy and supports a relevant role of the high frequency discharges in temporal epileptogenesis.…”
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LatentResNet: An Optimized Underwater Fish Classification Model with a Low Computational Cost by Muhab Hariri, Ercan Avsar, Ahmet Aydın

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Extracting chemical food safety hazards from the scientific literature automatically using large language models by Neris Özen, Wenjuan Mu, Esther D. van Asselt, Leonieke M. van den Bulk

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Modelling lateral meltwater flow and superimposed ice formation atop Greenland's near-surface ice slabs by Nicole Clerx, Horst Machguth, Andrew Tedstone, Dirk van As

“…Results show that lateral flow is a highly efficient runoff mechanism, as lateral outflow exceeds locally generated meltwater in all model gridcells, with total meltwater discharge sometimes reaching more than 30 times the average amount of in situ generated melt. …”
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