THE SCIENTIFIC SCHOOL OF THE ACADEMICIAN G. M. ROMANTSEV: THE HISTORY AND PROSPECTS OF DEVELOPMENT by N. V. Ronzhina, A. V. Efanov

“…The key theoretical and methodological premises of this type of education are formulated; its logical processes and vectors for further development are denoted. …”
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Development and use of a cognitive system model for solving problems of purposeful behavior by A. A. Solodov, V. M. Trembach

“…The knowledge base for the formation of adaptation plans of purposeful behavior of the intellectual system is developed.For the key procedures of the cognitive system functioning, the concepts of optimal estimates of state vectors and optimal control process are introduced, which allow to synthesize the best in a certain sense algorithms and technical devices. …”
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Periodisation of Primary and Secondary Technical and Vocational Education Development in the Republic of Bashkortostan by T. M. Aminov, R. M. Asadullin

“…In the first model, the pedagogical process is presented as a complete system determined by specific historical conditions. …”
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Oligodendrocyte-specific overexpression of human alpha-synuclein results in elevated MBP levels and inflammatory responses in TgM83 mice, mimicking the pathological features of mul... by Sam Chi-Hao Liu, Koping Chang, Meng-Ling Chen, Ming-Che Kuo, Teh-Cheng Wang, Ruey-Meei Wu

“…In this study, we injected AAV-Olig001 vectors carrying either human SNCA (AAV-hSNCA) or eGFP (AAV-eGFP) into the striatum of TgM83 transgenic mice, which express the A53T mutant form of human alpha-synuclein (αSyn), as well as into wild-type (WT) mice. …”
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Insurance Innovations as a Part of the Financial Inclusion by Iryna Didenko, Natalia Sidelnyk

“…Systematization of literary sources and approaches to solve the problem of introducing innovative processes in the insurance business development demonstrated that today in the conditions of global digitalization, the direction of insurance tech development is gaining popularity. …”
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University Management in the Western Sociology of Higher Education by P. A. Ambarova, G. E. Zborovsky

“…The professionalisation process among managers employed in higher school is outlined.The authors demonstrate the ideas, discussions and new trends of university research projects in the United States, Canada, France, England, Spain, Germany, Holland, Nordic and other Western countries from a critical perspective. …”
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Predicting the risk of heart failure after acute myocardial infarction using an interpretable machine learning model by Qingqing Lin, Qingqing Lin, Wenxiang Zhao, Wenxiang Zhao, Hailin Zhang, Hailin Zhang, Wenhao Chen, Sheng Lian, Qinyun Ruan, Qinyun Ruan, Zhaoyang Qu, Zhaoyang Qu, Yimin Lin, Yimin Lin, Dajun Chai, Dajun Chai, Dajun Chai, Dajun Chai, Xiaoyan Lin, Xiaoyan Lin, Xiaoyan Lin, Xiaoyan Lin

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Binding Molecules in Tick Saliva for Targeting Host Cytokines, Chemokines, and Beyond by Chamberttan Souza Desidério, Victor Hugo Palhares Flávio-Reis, Yago Marcos Pessoa-Gonçalves, Rafael Destro Rosa Tiveron, Helioswilton Sales-Campos, Andrei Giacchetto Felice, Siomar de Castro Soares, Rhainer Guillermo-Ferreira, Wellington Francisco Rodrigues, Carlo José Freire Oliveira

“…Salivary molecules from these vectors bind to cytokines, chemokines, antibodies, complement system proteins, vasodilators, and molecules involved in coagulation and platelet aggregation, among others, inhibiting or blocking their activities. …”
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All-Fiber Multiplexing and Transmission of High-Order Circularly Polarized Orbital Angular Momentum Modes With Mode Selective Couplers by Junfeng Yang, Huanhuan Liu, Fufei Pang, Jianxiang Wen, Haoqiang Zheng, Lifei Chen, Xinyu He, Yana Shang, Na Chen, Yingchun Li, Tingyun Wang

“…Such SMSCs combining standard single mode fiber and ring core fiber (RCF) are fabricated by a fusing and pulling technique, in which the RCF supports second-order vector modes (HE₃₁ and EH₁₁). …”
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Prediction of canopy mean traits in herbaceous plants by the UAV multispectral data: The quest for a better leaf-to-canopy upscaling method by Yuanqi Shan, Yunlong Yao, Lei Wang, Zhihui Wang, Huaihu Yi, Yi Fu, Weineng Li, Xuguang Zhang, Wenji Wang, Zhongwei Jing

“…This study proposed a novel approach for calculating canopy mean traits using the geometric mean method and compared its performance to that of the CWM methods in combination with three modeling algorithms Partial Least Squares Regression (PLSR), Random Forest regression (RF), and Support Vector Machine regression (SVM). The accuracy was evaluated by exploring the predictive ability for nine canopy mean traits by using high spatial resolution UAV multispectral data. …”
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Correlation study on the risk of cardiovascular adverse events in diabetic foot patients based on machine learning - a retrospective cohort study by Liran Zheng, Jiageng Chen, Wenyan Xu, Min Ding, Juan Li, Fenghua Tian, Lei Zhang, Qianqian Li, Shuai Wang, Zeyu Wang, Hairong Ma, Xuecan Cui, Bai Chang, Meijun Wang

“…Logistic regression, random forest (RF) and support vector machine (SVM) were used respectively to analyze influencing factors. …”
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Intracellular HIV-1 Tat regulator induces epigenetic changes in the DNA methylation landscape by Andrea Rodríguez-Agustín, Andrea Rodríguez-Agustín, Rubén Ayala-Suárez, Francisco Díez-Fuertes, Francisco Díez-Fuertes, María José Maleno, Izar de Villasante, Angelika Merkel, Mayte Coiras, Mayte Coiras, Víctor Casanova, Víctor Casanova, José Alcamí, José Alcamí, José Alcamí, José Alcamí, Núria Climent, Núria Climent, Núria Climent

“…We analysed whether Tat influences DNA methylation and subsequently impacts the transcriptional signature, contributing to inflammation and accelerated ageing.MethodsWe transfected Jurkat cells with full-length Tat (Tat101), Tat’s first exon (Tat72), or an empty vector (TetOFF). We assessed DNA methylation modifications via the Infinium MethylationEPIC array, and we evaluated transcriptomic alterations through RNA-Seq. …”
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PLASMOpred: A Machine Learning-Based Web Application for Predicting Antimalarial Small Molecules Targeting the Apical Membrane Antigen 1–Rhoptry Neck Protein 2 Invasion Complex by Eugene Lamptey, Jessica Oparebea, Gabriel Anyaele, Belinda Ofosu, George Hanson, Patrick O. Sakyi, Odame Agyapong, Dominic S. Y. Amuzu, Whelton A. Miller, Samuel K. Kwofie, Henrietta Esi Mensah-Brown

“…Five ML models developed comprised Random Forest (RF), Gradient Boost Machines (GBMs), CatBoost (CB), AdaBoost (AB) and Support Vector Machine (SVM). The performances of the models were evaluated using accuracy, F1 score, and receiver operating characteristic—area under the curve (ROC-AUC) and validated using held-out data and a y-randomization test. …”
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Innovative Tailored Semantic Embedding and Machine Learning for Precise Prediction of Drug-Drug Interaction Seriousness by Ayman Mohamed Mostafa, Alaa S. Alaerjan, Hisham Allahem, Bader Aldughayfiq, Meshrif Alruily, Alshaimaa A. Tantawy, Mohamed Ezz

“…This study explores applying advanced machine-learning strategies, particularly improved semantic vectors, to predict the severity of drug-drug interactions (DDIs), a crucial element in pharmacovigilance. …”
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Machine learning for epithelial ovarian cancer platinum resistance recurrence identification using routine clinical data by Li-Rong Yang, Mei Yang, Liu-Lin Chen, Yong-Lin Shen, Yuan He, Zong-Ting Meng, Wan-Qi Wang, Feng Li, Zhi-Jin Liu, Lin-Hui Li, Yu-Feng Wang, Xin-Lei Luo

“…These included decision tree analysis (DTA), K-Nearest neighbor (KNN), support vector machine (SVM), random forest (RF), and eXtreme gradient boosting (XGBoost). …”
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Influence of phenol-formaldehyde and melamine-formaldehyde resins on the gasification of high-pressure laminate waste materials by Francisco Wendell Bezerra Lopes, Fábio Gonçalves Macêdo de Medeiros, Eduardo Lins de Barros Neto, Jean-Michel Lavoie, Bruna Rego de Vasconcelos

“…The repurposing of industrial solid wastes for sustainable energy production figures as a convenient alternative to decrease the carbon footprint of industrial processes by increasing circularity and reducing the utilization of fossil-based energy vectors. …”
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A lightweight YOLO network using temporal features for high-resolution sonar segmentation by Sen Gao, Sen Gao, Wei Guo, Wei Guo, Gaofei Xu, Gaofei Xu, Ben Liu, Ben Liu, Yu Sun, Bo Yuan

“…The system processes non-keyframes by predicting semantic vectors through the trained BiLSTM model, selectively skipping computational layers to enhance efficiency. …”
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A Preliminary Study to Evaluate Recovery in Environmental Microplastic Analysis by İrem Öztürk, Dilara Cinci, Fatma Nur Eraslan, Mansoor Ahmad Bhat, Eftade O. Gaga, Kadir Gedik

“…Microplastics (MPs) have attracted attention as a global concern due to their physicochemical properties, structural components, role as vectors for pollutants and potential health impacts. …”
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Intraoperative Surgical Navigation and Instrument Localization Using a Supervised Learning Transformer Network by Junjun Huang, Tianran He, Juan Xu, Weiting Wu, Wei Wu

“…The framework’s Instrument sequence creation network, utilizes a transformer encoder-decoder to generate instrument candidates, while a memory decoder integrates these proposals with track vectors to predict instrument locations and class, significantly minimizing the need for extensive post-processing. …”
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Current Tick Control Strategies and Prospects for Using Nanotechnology as an Efficient Alternative—A Review by Rafaela Regina Fantatto, João Vitor Carvalho Constantini, Flávio Augusto Sanches Politi, Rodrigo Sorrechia, Camila Cristina Baccetti Medeiros, Marcela Tavares Luiz, Gervásio Henrique Bechara, Ana Carolina de Souza Chagas, Marlus Chorilli, Rosemeire Cristina Linhari Rodrigues Pietro

“…Ticks pose significant challenges to public and veterinary health, acting as vectors of several diseases that affect animals and humans. …”
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