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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Noninvasive, Multimodal Inflammatory Biomarker Discovery for Systemic Inflammation (NOVA Study): Protocol for a Cross-Sectional Study by Jinjoo Shim, Sinziana Muraru, Rucsandra Dobrota, Elgar Fleisch, Oliver Distler, Filipe Barata

“…Pearson and Spearman correlation coefficients will assess the relationship between inflammatory biomarkers from noninvasive methods and serum biomarkers. Using all-subset regression analysis, we will determine the combination of noninvasive methods yielding the highest predictive accuracy for serum CRP levels. …”
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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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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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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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Methodological Innovation in Evaluating the Cost-Effectiveness of Simulation Training Combining Transfer Effectiveness and Change-Point Analysis by Zhehan Jiang, Hao Hang, Xinyu Wu, Shate Xiang, Shucheng Pan

“…This was done to determine the optimal length of VR training that maximizes knowledge and skills transfer efficiency while minimizing costs, using 4 analytical methods: the transfer effectiveness ratio (TER) quantifying time savings, the incremental TER (ITER) assessing individual gains, isoperformance curves mapping cost-effectiveness, and change-point analysis identifying diminishing returns. …”
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CONCERNING CORRELATION BETWEEN METHODOLOGY AND TECHNOLOGY IN PEDAGOGICAL RESEARCH by Vladimir I. Zagvyazinsky

“…The present article is also devoted to this problem.Methods. The methods of the analysis, synthesis, idealisation, generalisation of author’s experience, a concrete definition and modelling are used.Results and scientific novelty. …”
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Integration of soft skills into the program of maritime English by V. Kudriavtseva, S. Barsuk, O. Frolova

“…Thus, there is a need to substantiate the importance of soft skills for a successful career in the maritime industry and to describe the methods to integrate them into the educational process. …”
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THE DEVELOPMENT OF A BASIC PROCESS SCHEME FOR THE PREPARATION OF ISOAMYL ACETATE by S. L. Nazanskiy, M. S. Glukhova

“…To check operating efficiency of the scheme in real conditions, a verification calculation was made to determine the minimum and working reactor volume. …”
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KINEMATIC STRUCTURE AND CHARACTERISTICS OF THE “DRAG FLICK” FIELD HOCKEY TECHNIQUE by A. Antonov

“…The technique is designed for shooting, mainly in the execution of a penalty corner, where the efficiency (success rate) varies between 40-60%. In Bulgaria, these values range between 20-30%. …”
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Monitoring and planning of local territorial development as a modelable business process: the case of Latvian municipalities by Vera Komarova, Edmunds Cizo, Timurs Boronenko

“…Furthermore, BPMdl maturity levels, especially in terms of methods and culture, are statistically significant determinants of local economic development. …”
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A systematic literature review on potential of ablution greywater reuse: current insights, challenges, and future prospects by Shayan Ameer, Nisar Muhammad, Khan Zaib Jadoon, Nadeem Sheikh, Khalil Ur Rahman

“…This research highlights a gap in determining cost-effective AGW recycling, focussing on treatment methods, cost efficiency, social acceptance, and environmental concerns, offering researchers an opportunity to explore optimal solutions.…”
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Smart Contracts and International Trade: European Legal Strategies for Managing Challenges by Th. D. Lamappulage Donn

“…The prospects foreseeable will significantly impact international economic relations and the transformation of international trade rules. This fact determines the study objective - to identify the possibilities of transforming the said rules and the political and legal strategies adopted by European countries to implement smart contracts in international trade.Methods: the study, devoted to the current international trade regulation in the context of contracts digitalization and spread of smart contracts, uses a combination of formal-legal and comparative-legal methods. …”
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The assessment of lacrimal film condition in patients with dry eye syndrome during therapy by F. A. Bakhritdinova, E. N. Bilalov, B. A. Oralov, S. Sh. Mirrakhimova, J. O. Safarov, O. I. Oripov, I. F. Nabiyeva

“…To evaluate the efficiency of modern imaging methods of meibomian gland ducts and determine the tear film break-up time (TFBUT) during therapy in patients with the secondary dry eye syndrome (SDES) of allergic etiology.Material and methods. 66 patients aged 38.0 ± 1.5 with SDES after allergic conjunctivitis were examined. …”
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Sparstolonin B potentiates the antitumor activity of nanovesicle-loaded drugs by suppressing the phagocytosis of macrophages in vivo by Yuefeng Zhang, Zuo Mou, Wei Song, Xiaoqin He, Qin Yi, Zhekai Wang, Xietong Mao, Wei Wang, Yangtao Xu, Yang Shen, Peng Ma, Kaihuan Yu

“…Macrophages (Mφs) in the liver and spleen contribute to the rapid depletion of NVs, but the underlying mechanism is unclear. Methods By collecting the supernatant of PANC-1 cells and squeezing PANC-1 cells, EVs and ENVs derived from PANC-1 cells were prepared via ultracentrifugation. …”
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Digital vs. conventional instructor-led midwifery training in Benue State, Nigeria: a randomized non-inferiority trial by Fanan Ujoh, Anja Dzunic-Wachilonga, Rafat Noor, Victoria Gusa, Roseline Ape-aii, Isaac Ohene, Rajan Bola, Jan Christilaw, Stephen Hodgins, Ronald Lett

“…In this study, the Midwifery Active Digitization Empowerment Initiative (MADE-I) program was tested to determine if digital delivery of the Fundamental Interventions, Referral and Safe Transfer (FIRST) course is at least equally effective for training midwifery students compared to conventional small-group delivery.MethodsA non-inferiority randomized controlled trial design was used, enrolling 130 s-year students from 2 midwifery schools in Benue State, Nigeria. …”
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