Microwave Radar Sensing of Sea Waves: An Effective Reflection Coefficient by Karaev Vladimir, Panfilova Mariya Andreevna, Titchenko Yu., Meshkov Evgeniy Mihaylovich, Kovaldov Dmitry, Xiuzhong Li, Yijun He

“…In this paper, we discussed a new method for calculating the effective reflection coefficient from the wave scatterometer SWIM data. …”
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Optimization Methodology for Meningioma and Acoustic Neuroma Detection Model Based on DCGAN by CHEN Jingcong, RAN Fengwei, ZHANG Haowei, LIU Ying

“…Establishing an automatic tumor detection model using deep learning methods can effectively reduce the subjectivity of manual diagnosis, decrease missed diagnosis rates, and improve work efficiency. …”
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Analysis of intrapopulation polymorphism of table carrot varieties for resistance to mycotic rot pathogens of root crops by Е. G. Kozar, I. A. Engalycheva, S. A. Vetrova, K. S. Muhina, T. S. Vjurtts, V. A. Stepanov, A. E. Markarova

“…It was to study the variability of the degree of defeat of promising varieties of table carrots by diseases of various etiologies during storage for several years, to determine the level of their polymorphism based on resistance to various types of pathogens and the effectiveness of selection based on an individual immunological assessment of uterine root crops.Materials and methods. …”
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Characterization and Optimization of the Seeding Process of Adipose Stem Cells on the Polycaprolactone Scaffolds by Agata Kurzyk, Barbara Ostrowska, Wojciech Święszkowski, Zygmunt Pojda

“…The cell seeding efficiency did differ significantly between scaffold materials and cell seeding methods (p<0.001). …”
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Model Predictive Control of Adaptive Irrigation Decisions Incorporating Rainfall Intensity and Soil Properties by Ao Liu, Dongbao Zhao, Yichang Wei

“…In contrast, for soils with poor infiltration capabilities, including silty soil, clay A, and clay B, RISPMPC’s water-saving efficiency strongly correlates with rainfall intensity levels, achieving maximum savings of 61%, 36%, and 34% compared to the same three methods. …”
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Personnel management features of medical institutions by Olena Pavlenko, Vitalii Sukalenko, Oleksii Shkulipa, Meena Sunildutt Sharma

“…To achieve this goal, the study was conducted in the following logical sequence: 1) investigation of the theoretical advances devoted to personnel management of health care facilities and features of this process; 2) analysis of the activity and organizational structure of the University Clinic of Sumy State University; 3) assessment of the motivation and satisfaction of the medical staff of the University Clinic of Sumy State University; 4) identification of the main motives, incentives, and reasons to work; 5) analysis and generalization of the available personnel management tools of the University Clinic of Sumy State University regarding identifying the responsible for personnel management and determining main motivation methods of medical staff. …”
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Power Distribution in Transmissions of Forestry and Transport Wheeled Vehicles by Roman Yu. Dobretsov, Svetlana B. Dobretsova, Sergey A. Voinash, Viktoria A. Sokolova

“…When developing such mechanisms, it is necessary to apply approaches tested in the theory of motion of wheeled and tracked vehicles and methods for designing transmission assemblies of transport vehicles. …”
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Quick-Response Model for Pre- and Post-Disaster Evacuation and Aid Distribution: The Case of the Tula River Flood Event by Francisca Santana-Robles, Eva Selene Hernández-Gress, Ricardo Martínez-López, Isidro Jesús González-Hernández

“…<i>Methods</i>: Addressing this void, a methodology to minimize evacuation and aid distribution costs is introduced. …”
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Recombinant adeno-associated virus 2-mediated miRNA-199 suppression vector alleviates dextran sulfate sodium-induced ulcerative colitis in mice by Wang Shanshan, Zhao Yu

“…Methods: Different transfection methods and transfection times were found to be the most effective for mouse colonic tissue. …”
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Specifics of predicting the profitability of individual bank products based on machine learning by Inna Strelchenko, Dmytro Stognii, Anatolii Strelchenko

“…It explores the use of machine learning to build adaptive predictive models that can identify hidden patterns in financial data and provide more accurate estimates of the future profitability of banking products. The efficiency of key algorithms, including linear and logistic regression, decision trees, ensemble methods and neural networks, is analyzed. …”
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Automatic Aortic Valve Extraction Using Deep Learning with Contrast-Enhanced Cardiac CT Images by Soichiro Inomata, Takaaki Yoshimura, Minghui Tang, Shota Ichikawa, Hiroyuki Sugimori

“…Two approaches, namely, segmentation and object detection, were compared to determine their accuracy. Materials and Methods: A dataset of 32 contrast-enhanced cardiac CT scans was analyzed. …”
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On the rationing the parameters of asymmetric loading of all-purpose freight cars by A. M. BRZHEZOVSKIY

“…When placing freights with a total weight of over 67 tons with a height of center of gravity of 2.0–2.2 m on 4-axle freight cars with an axle load of 230.5 kN without limiting the permissible driving speeds, it is recommended to use a graphical method for determining the joint (longitudinal and transverse) displacement ЦТгр°. …”
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Enhancing Pneumonia Diagnosis Through AI Interpretability: Comparative Analysis of Pixel-Level Interpretability and Grad-CAM on X-ray Imaging With VGG19 by Mohammad Ennab, Hamid Mcheick

“…The study evaluates these interpretability methods across multiple dimensions: computational efficiency, diagnostic performance, explanation continuity, calibration accuracy, robustness to training parameters, and feedback from medical experts. …”
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Interleaving between Ant Colony Optimization and Tabu Search for Image Matching by Ghusoon Basheer

“…Different non – traditional   methods are  used for solving this kind of  problem. …”
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Analyzing the quality evaluation of college English teaching based on probabilistic linguistic multiple-attribute group decision-making by Ruoxi Hu, Qingmao Wang

“…A scientific evaluation system encourages teachers to refine their teaching methods, enhances teaching efficiency, and provides data support for curriculum optimization, thereby continuously improving the quality of college English teaching to meet students' academic and career development needs. …”
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Psychopathological manifestations of endogenous psychoses in remission / intermission state as a predisposal factor to personological transformations (comparative analysis) by M. Ye. Khomitskyi

“…The mandatory inclusion criterion for both groups was the state of clinical remission with psychotic symptoms reduction. The main methods of examination were clinical-catamnestic and clinical-psychopathological as well as medical-statistical analysis.Results. …”
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The Relevance of Computer Science and Arabic Language Learning Technology in Supporting Arabic Language Learning from The Perspective of Israel Scheffler by Muhammad Fadli Ramadhan, Suhayib Suhayib, Ichwanul Muttaqin, Mawadda Warahmah

“…Digital technologies, such as AI and interactive applications, have revolutionized learning methods, enabling more responsive and effective curricula and teaching methods. …”
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Novel design of magnetization and study of magnetic force characteristics of annular Halbach permanent magnet electrodynamic wheel by CHEN Yihao, LIANG Le, LIU Xin, DENG Zigang

“…The study investigated the basic principle of the permanent magnet wheel structure modified by introducing new magnetization methods. A three-dimensional finite element model was created to determine the optimal size of each structure through a solving process that incorporates two performance indexes: the levitation-to-weight and levitation-to-drag ratios. …”
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Compositional modeling of solution gas–oil ratio (Rs): a comparative study of tree-based models, neural networks, and equations of state by Aydin Larestani, Sara Sahebalzamani, Abdolhossein Hemmati-Sarapardeh, Ali Naseri

“…However, traditional experimental methods for determining these properties, particularly the solution gas–oil ratio (Rs), are time-intensive and costly. …”
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LEARNING ENGLISH THROUGH THE INTEGRATION OF STUDENTS’ EDUCATIONAL-COGNITIVE AND SELF-EDUCATIONAL ACTIVITIES by Liliya A. Dmytruk

“…Analysis, synthesis, induction, deduction, pedagogical observation, questioning, interviewing, experiment, methods of mathematical statistics were the basic methods of experimental efficiency verification of the developed model. …”
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