Development and Validation of a Cost-Effective Machine Learning Model for Screening Potential Rheumatoid Arthritis in Primary Healthcare Clinics by Wu W, Hu X, Yan L, Li Z, Li B, Chen X, Lin Z, Zeng H, Li C, Mo Y, Wu Y, Wang Q

“…This study focuses on a screening model for primary healthcare, aiming to improve early RA screening accuracy and efficiency at a relatively lower cost, reducing delays in GPs’ recognition of RA.Methods: We randomly selected 2106 participants from the RA group or combined control group (comprising healthy individuals and patients with non-RA rheumatic diseases) at Peking University Shenzhen Hospital as the developing cohort. …”
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GAPO: A Graph Attention-Based Reinforcement Learning Algorithm for Congestion-Aware Task Offloading in Multi-Hop Vehicular Edge Computing by Hongwei Zhao, Xuyan Li, Chengrui Li, Lu Yao

“…Efficient task offloading for delay-sensitive applications, such as autonomous driving, presents a significant challenge in multi-hop Vehicular Edge Computing (VEC) networks, primarily due to high vehicle mobility, dynamic network topologies, and complex end-to-end congestion problems. …”
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CALCULATION OF ELASTICITY MATERIAL CONSTANTS BY OWN VIBRATION FREQUENCY OF ROUND PLATE by V. T. Minchenya, D. A. Stepanenko, E. N. Yurchik

“…Solution efficiency of the investigated problem using a gradient-search method is given in the paper.…”
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Study on Fire Resistance Ability and Mechanical Properties of Composites Based on Epikote 240 Epoxy Resin and Thermoelectric Fly Ash: An Ecofriendly Additive by Tuan Anh Nguyen, Quang Tung Nguyen, Xuan Canh Nguyen, Van Hoan Nguyen

“…These results showed that fly ash is an efficient additive as a flame retardant which decreases the amounts of additives in products and improves their efficiency. …”
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Systematic Literature Review: Identifying Key Variables and Measuring Maximum Loan Limits by Algies Rifkha Fadillah, Mohamad Nurkamal Fauzan

“…This systematic literature review aims to identify key variables and measurement methods for determining maximum credit loan limits, following PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. …”
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Selection of options for location and transportation of bulk cargoby railway by Svetasheva N.F., Svetashev A.A., Mirzabekova U.N., Pulatov J.S.

“…One of the main conditions for using the efficiency of the use of freight traffic is the substantiation of the technical standards for loading into a carriage, which makes it possible to increase the efficiency of using a freight car. …”
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The Use of Artificial Intelligence in Orthodontic Treatment Planning: A Systematic Review and Meta-analysis by Navin Anand Ingle, Nisrin Fouad Alabsi, Hashim Al-Hashimi, Nada Ahmed Albuolayan, Faey Alburidy, Fatimah Alanazi, Arwa Tawfiq Alhammad

“…The meta-analysis revealed a significant overall effect in favour of AI-based methods in determining cephalometric landmarks (pooled mean difference [MD]: 2.85, 95% confidence interval [CI]: 1.48, 4.22) and teeth segmentation (pooled MD: 2.89, 95% CI: 1.53, 4.26). …”
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Deep Learning Based Visual Servo for Autonomous Aircraft Refueling by Natthaphop Phatthamolrat, Teerawat Tongloy, Siridech Boonsang, Santhad Chuwongin

“…Using deep learning, the system identifies feature points on these objects to estimate their pose estimation, providing essential data for precise manipulation. The proposed method integrates two‐stage neural networks with the Efficient Perspective‐n‐Point (EPnP) principle to determine the orientation and rotation angles, while an approximation principle based on feature point errors calculates linear positions. …”
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Joint Allocation of Shared Yard Space and Internal Trucks in Sea–Rail Intermodal Container Terminals by Xiaohan Wang, Zhihong Jin, Jia Luo

“…The sea–rail intermodal container terminal serves as a key transportation hub for green logistics, where efficient resource coordination directly enhances multimodal connectivity and operational synergy. …”
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Advanced removal of butylparaben from aqueous solutions using magnetic molybdenum disulfide nanocomposite modified with chitosan/beta-cyclodextrin and parametric evaluation through... by Saeed Hosseinpour, Alieh Rezagholizade-shirvan, Mohammad Golaki, Amir Mohammadi, Amir Sheikhmohammadi, Zahra Atafar

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Optimization of the structure of the learning process under the given constraints by A. A. Lobaty, D. A. Konopacki

“…The numerical values of the weight coefficients are proposed to be determined by applying the method of analyzing hierarchies based on expert assessments, which are set by appointed specialists. …”
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Evapotranspiration and water response function of squash cv. ‘Italiana’ under different cultivation conditions by Charles C. Martim, Suzana G. da Silva, Brena G. Ferneda, Adilson P. de Souza, Andréa C. da Silva, Mariana Pizzatto

“…Increase in irrigation depths did not influence the rates of production of male and female flowers, but affected yield and decreased water use efficiency, regardless of soil cover.…”
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Green synthesis, spectroscopic characterization, and biological studies of some fluoroimine-based oxovanadium(V) complexes by Nighat Fahmi, Naveen Sharma, Yogeshwari Satyawana, Sarita Beniwal, Shivansh Bhatnagar

“…Abstract Background In the realm of inorganic synthesis, the adoption of green chemistry principles has led to the utilization of "Microwave-assisted synthesis" as an energy-efficient methodology. Microwave irradiation, offering clean, cost-effective, and safe heating, outperforms traditional methods, resulting in more efficient reactions and higher yields. …”
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Adaptive k-means clustering algorithm based on grid and domain centroid weight by Wei CAI, Guangyu SUN, Fei YANG, Bo YAO, Chuanxian LI

“…ObjectiveThe digital twin of a natural gas pipeline, constructed from physical entities, continuously generates substantial data, posing significant challenges for data mining regarding computational cost, efficiency, and scalability. The k-means clustering algorithm, a widely used data mining method, requires specifying the number of clusters, k, and relies on the selection of initial centroids which impacts computational efficiency and the risk of getting stuck in local optima. …”
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Graph theory-based analysis of functional connectivity changes in brain networks underlying cognitive fatigue: An EEG study. by Yabing Lou, Rui Pi, Ruifeng Sun, Jilin Wu, Wei Wang, Ziman Zhu, Tengteng Dai, Weijun Gong

“…Network topology was evaluated through application of five global graph theory metrics (global efficiency [Eg], local efficiency [Eloc], clustering coefficient [Cp], shortest path length [Lp], and small-world property [Sigma]) complemented by two local graph theory metrics (nodal efficiency [NE] and degree centrality [DC]). …”
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AI-assisted anatomical structure recognition and segmentation via mamba-transformer architecture in abdominal ultrasound images by Shih-Fang Chang, Shih-Fang Chang, Po-Yi Wu, Ming-Chang Tsai, Ming-Chang Tsai, Vincent S. Tseng, Chi-Chih Wang, Chi-Chih Wang

“…Recent artificial intelligence (AI) segmentation methods employing deep neural networks (DNNs) and transformers encounter computational efficiency challenges to balance the preservation of feature dependencies information with model efficiency, limiting their clinical applicability.MethodsThe anatomical structure recognition framework, MaskHybrid, was developed using a private dataset comprising 34,711 abdominal ultrasound images of 2,063 patients from CSMUH. …”
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Phase transition-like behaviors of propagation of passenger stranding phenomena in subway networks by Xinyi Li, Shengda Zhao, Liang Wang, Qing Wang, Xun Zhang, Fang Liu, Xiaodong Zhang, Daqing Gong, Xinghua Zhang

“…A key issue is that such stranding can propagate across multiple stations, forming clusters that significantly impact global service efficiency. This phenomenon, termed “propagation of passenger stranding (PPS)”, is studied based on a data-driven model. …”
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Integrated Control of Eimeria spp. in Broiler Chickens with Floor Brooding Technology in Industrial Production by E. O. Kachanova, R. T. Safiullin

“…The effectiveness of the comprehensive control of the exogenous and endogenous stages of coccidia in a poultry farm with a floor brooding of broiler chickens was determined as the efficiency or percentage reduction in the number of oocysts in bedding samples after slaughter of the previous and experimental batch of chickens, which was calculated by the formula.Results and discussion. …”
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ECONOMIC ANALYSIS OF INTEGRATED PEST MANAGEMENT IN CHERRY CULTIVATION by Mevlüt GÜL, Metin Göksel AKPINAR, Vecdi DEMİRCAN, Hasan YILMAZ, Tufan BAL, Şerife Evrim ARICI, Mehmet POLAT, Mürşide Çağla ÖRMECİ KART, Musa ACAR

“…The present study aims to develop new suggestions by determining the implementation level of integrated pest management, awareness level regarding the integrated pest management, shortcomings in implementation and efficiency of implementation in cherry cultivation in the region that stands out in Turkey. …”
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The Bibliometric Analysis of 3D Printer Research Development and Opportunities in Indonesia by Hasan Mastrisiswadi, Muhammad Kusumawan Herliansyah, Wangi Pandan Sari, Alva Edy Tontowi, Herianto

“…The problems were promoted by the government to move the National Capital to other islands to improve efficiency and affordability of distribution channels. …”
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