The Scientific Journal "Vestnik of the Medical Institute "REAVIZ": History, Challenges, and Perspectives by V. N. Shabalin, N. A. Lysov, O. N. Pavlova, A. A. Supil'nikov, E. A. Samsonova, E. Yu. Anosova, B. I. Yaremin

“…Overall, attention is paid to the systematic correction of the main vectors of improving editorial policy in accordance with the best international practices of publishing scientific journals, issues of improving the quality of published materials, deepening the review processes and strict selection of articles for publication, attracting authors from various regions of Russia and foreign countries, analyzing the prospects for developing the practice of publishing accompanying digital data and resources along with textual materials, increasing citation and indexing of the journal in authoritative databases, as well as promoting an open access policy. …”
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Operator Integrated – Concept for Manufacturing Intelligence by Konrad Wegener, Sascha Weikert, Joseph Mayr, Markus Maier, Vahid Ostad Ali Akbari, Martin Postel

“…Research vectors paving the ground for this concept from different points of view are then discussed. …”
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Data science techniques to gain novel insights into quality of care: a scoping review of long-term care for older adults by Ard Hendriks, Coen Hacking, Hilde Verbeek, Sil Aarts

“…Text-mining/natural language processing (NLP) and support vector machines (SVMs) were the most deployed methods; accuracy was the most used metric. …”
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Gray Matter Differences in Adolescent Psychiatric Inpatients: A Machine Learning Study of Bipolar Disorder and Other Psychopathologies by Renata Rozovsky, Maria Wolfe, Halimah Abdul‐waalee, Mariah Chobany, Greeshma Malgireddy, Jonathan A. Hart, Brianna Lepore, Farzan Vahedifard, Mary L. Phillips, Boris Birmaher, Alex Skeba, Rasim S. Diler, Michele A. Bertocci

“…Methods Five support vector machine (SVM) models were used to detect differences in GMVs between inpatient adolescents aged 13–17 with BD‐I/II (n = 34), other specified BD (OSB) (n = 106), other non‐bipolar psychopathology (OP) (n = 52), and healthy controls (HC) (n = 27). …”
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LeafLaminaMap: Exploring Leaf Color Patterns Using RGB Color Indices by Péter Bodor-Pesti, Lien Le Phuong Nguyen, Thanh Ba Nguyen, Mai Sao Dam, Dóra Taranyi, László Baranyai

“…LeafLaminaMap was developed in Scilab with the Image Processing and Computer Vision toolbox, and the code is available freely at GitHub. …”
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Machine learning-based radiomics for differentiating lung cancer subtypes in brain metastases using CE-T1WI by Xueming Xia, Wei Du, Qiheng Gou

“…Through a multistep selection process, a refined subset of 15 optimal radiomic features was identified for model training. …”
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SELF-EDUCATION AS A PEDAGOGICAL PROBLEM by Oleksandr L. Shums’kyi, Ol’ha O. Shums’ka

“…It has been shown that the state regulations and international documents on education define lifelong learning as the main vector of educational development in the 21st century. …”
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Experimental evaluation of polymer construction materials: effects of acrylic resin and a fiberglass-based composite upon cytokine production by A. P. Godovalov, A. B. Astashina, A. A. Bazhin, T. A. Drokina

“…It makes sense to evaluate probable hazards of inflammatory process which could be activated when using structural polymer materials and composites in dental practice. …”
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A novel satisfactory model predictive control based on current variance for high power three‐level‐NPC rectifiers by Bo Yang, Zhikang Guo, Zongbin Ye, Jiayi Kong, Guojun Tan

“…In addition, three simplified sets of candidate vectors are proposed based on the voltage satisfaction interval, thereby reducing the computational burden. …”
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Retrieval, alignment, and clustering of computational models based on semantic annotations by Marvin Schulz, Falko Krause, Nicolas Le Novère, Edda Klipp, Wolfram Liebermeister

“…Beyond similarity searches, the representation of models by semantic feature vectors may pave the way for visualisation, exploration, and statistical analysis of large collections of models and corresponding data.…”
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Downscaling of Soil Moisture Map using Sentinel Radar Satellite Images and Distribution Analysis in the West of Iran by Seyed Hossein Mirmosavi, kohzad Raispour, Muhammad Kamangar

“…The micro-scale backup machine vector algorithm and the high volume resolution soil moisture dispersion map were estimated between 0.18 and 0.46 b. …”
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Molecular mechanism of DdSOC1 gene regulating flower bud initiation in Diospyros deyangensis by WAN Jianqi, DING Yu, REN Han, LI Wenxia, YANG Yong, HUANG Jinmeng, GUAN Changfei

“…The SOC1 protein and interaction proteins MIOX, JOINTLESS, AGL14, NOVEIN, UBC7 and GL2 in D. deyangensis were evaluated based on the results of the yeast two-hybrid. The pSPYCE (CE) vector of putative interacting proteins and the pSPYNE (NE) vector of DdSOC1 were constructed. …”
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Penetration of Microplastics and Nanoparticles Through Skin: Effects of Size, Shape, and Surface Chemistry by Arianna Menichetti, Dario Mordini, Marco Montalti

“…Nevertheless, recent research has shown that small particles, especially in the nanosized range, can not only penetrate through the skin but also work as vectors to transport active molecules such as contrast agents or drugs. …”
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Graph-Based Automation of Threat Analysis and Risk Assessment for Automotive Security by Mera Nizam-Edden Saulaiman, Miklos Kozlovszky, Akos Csilling

“…Traditional Threat Analysis and Risk Assessment (TARA) methodologies remain predominantly manual processes that exhibit limitations in scalability, and comprehensive threat identification. …”
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Dynamics of antibiotic resistance in poultry farms via multivector analysis by Dan Shen, Chunmei Li, Zhendong Guo

“…This highlights environmental vectors, particularly soil and PM, as major reservoirs for ARGs. …”
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. Prospects of Digital Technology Introduction in Work of Credit Consumer Cooperatives by A. R. Simonyan

“…The article demonstrates two key lines in introducing digital technologies into CCC work and depicts major vectors of their practical application: 1. Digitalization of CCC organization and management processes, as well as optimization of interaction between its members, executive body and selfregulating organization; 2. …”
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Behavior of Salmonella, a Zoonotic Pathogen, in Plant Hosts by Elim Gamze Has, Mustafa Akçelik

“…Human pathogens in the production chain; It can be transferred to plant material by basic means such as the use of animal manure, contaminated irrigation water, biological vectors (insects and animals) and contaminated seeds. …”
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THE NEW SOCIO-POLITICAL ORDER IN EUROPE AFTER THE POTSDAM by O. I. Oskina

“…The article is devoted to a difficult period of world political history associated with the formation of new landmarks and vectors of world development. The author described the basic principles of international relations in the post-war period and their impact on the formation of a new socio-political order in Europe. …”
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THE IMPORTANCE OF INTERDENTAL CONTACT POINTS OF POSTERIOR TEETH IN MAINTAINING THE STABILITY OF DENTITION by L.S. Leshchuk

“…Their accumulation can result in the development of inflammatory processes followed by gingival recession. The research was conducted on 20 tooth approximal surfaces using MBC-10 microscope. …”
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Public administration in the field of countering child terrorism: A risk-based approach by Alla K. Polyanina

“…Results: theoretical approaches to the risk management methodology of involving children in terrorist activities have been developed, and the main vectors of managerial influence have been formulated. …”
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