Stenting Versus Non-stenting Strategy in Endovascular Treatment of Acute Anterior Ischemic Stroke Patients with Tandem Occlusion by Hüseyin Nezih Özdemir, Birgül Dere, Ayşe Güler, Celal Çınar, Hadiye Şirin, Bedriye Karaman, Emre Kumral

“…Thirty-five (64.8%) patients underwent emergency carotid stenting during EVT and 19 patients (35.2%) did not receive emergency carotid stenting. Hemorrhagic transformation after EVT, number of days in N-ICU, number of days in the hospital, in-hospital mortality, functional outcome at discharge, and 3-month functional outcome did not differ between the two groups (P > 0.05). …”
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Studying the thermal condition of an automated 6 (10) Kv electric power fiscal metering location by E. E. Gotovkina, A. A. Yablokov, N. N. Smirnov, A. V. Panashatenko, V. D. Lebedev, O. A. Dobryagina

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Quantification of heterogeneity as a biomarker in tumor imaging: a systematic review. by Lejla Alic, Wiro J Niessen, Jifke F Veenland

“…Heterogeneity analysis methods were classified into four categories, i.e., non-spatial methods (NSM), spatial grey level methods (SGLM), fractal analysis (FA) methods, and filters and transforms (F&T). …”
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Thermodynamic modelling as a basis for forecasting phase states of hydrocarbon fluids at great and super-great depths by Oleg M. Prishchepa, Denis S. Lutskii, Sergei B. Kireev, Nikita V. Sinitsa

“…The first one is the preservation conditions of large hydrocarbon accumulations forming at depths to 4 km and caused by different geological and tectonic processes occurring at great and super-great depths with partial oil-to-gas transformation. …”
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A labeled medical records corpus for the timely detection of rare diseases using machine learning approaches by Matias Rolando, Victor Raggio, Hugo Naya, Lucia Spangenberg, Leticia Cagnina

“…Applying various supervised ML methods, including logistic regression, decision trees, support vector machine (SVM), deep learning methods (LSTM and CNN), and Transformers (BERT), we validated the use of the proposed resource, achieving 92.7% F-measure and a 96% AUC using SVM. …”
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Electrocatalytic upcycling of plastic waste: Progress, challenges, and future by Jinzhou Li, Junliang Chen, Luyao Zhang, Juan Matos, Li Wang, Jianping Yang

“…The different types of plastic waste upcycled by electrocatalytic strategy are then discussed and the plastic waste transformation process is examined together with the mechanisms underlying the electrocatalytic upcycling. …”
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Cybersecurity of smart grids: Comparison of machine learning approaches training for anomaly detection by S. V. Kochergin, S. V. Artemova, A. A. Bakaev, E. S. Mityakov, Zh. G. Vegera, E. A. Maksimova

“…The purpose of this work is to conduct research and analysis into the effectiveness of different machine-learning methods for identifying anomalies in decentralized smart networks, including cyberattacks and emergency modes, as well as to develop recommendations on the optimal combination of these methods for ensuring effective cybersecurity under conditions of changing electrical loads.Methods. …”
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Distinction between the concepts of mathematical and logical modeling by E. N. Kolybenko

“…Mathematical simulation is used to operate material objects in the control processes of their transformations through cutting methods, i.e. imperfectly, considering heterogeneous errors. …”
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Scmaskgan: masked multi-scale CNN and attention-enhanced GAN for scRNA-seq dropout imputation by You Wu, Li Xu, Xiaohong Cong, Hanxiao Li, Yanli Li

“…Finally, multiple experiments were conducted to evaluate the methods’ performance using seven different data types and scRNA-seq data from ten neuroblastoma samples. …”
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Gender Discourse in Modern University Educational Space by Yuliia Sytnykova

“…The analysis, synthesis, comparison and generalization methods as methodology are used in the paper. This study as a result dedicates to the theoretical issues of creating productive conditions for the formation of gender-loyal young people attitude to members of different sexes and get rid of their own gender stereotypes. …”
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Contextual semantics graph attention network model for entity resolution by Xiaojun Li, Shuai Fan, Junping Yao, Haifeng Sun

“…Abstract Entity resolution technology is the process of distinguishing whether data from different knowledge bases refer to the same entity in the real world. …”
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A machine learning approach for multimodal data fusion for survival prediction in cancer patients by Nikolaos Nikolaou, Domingo Salazar, Harish RaviPrakash, Miguel Gonçalves, Rob Mulla, Nikolay Burlutskiy, Natasha Markuzon, Etai Jacob

“…Abstract Technological advancements of the past decade have transformed cancer research, improving patient survival predictions through genotyping and multimodal data analysis. …”
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Advancing Neuroscience and Therapy: Insights into Genetic and Non-Genetic Neuromodulation Approaches by Weijia Zhi, Ying Li, Lifeng Wang, Xiangjun Hu

“…The transformative potential of these neuromodulation techniques in neuroscience research and clinical practice is underscored, emphasizing the need for integration and innovation in technologies, the optimization of delivery methods, the improvement of mediums, and the evaluation of toxicity to fully harness their therapeutic potential.…”
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Computational analysis of bioconvective MHD hybrid nanofluid flow of non-Newtonian fluid over cone/plate: A study based on the Cattaneo-Christov heat and mass flux model by P. Francis, P. Sambath, S. Noeiaghdam, U. Fernandez-Gamiz, S. Dinarvand

“…Specifically, the Cattaneo-Christov heat and mass flux model is applied to magnetohydrodynamic (MHD) bio-convective Eyring-Powell hybrid nanofluid flow over a permeable cone and plate. A similarity transformation is used to simplify the complex partial differential equations into ordinary differential equations, which are then solved using the Keller Box finite difference method. …”
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Notch tensile behavior of 304L and 316L stainless steels under in-situ and ex-situ electrochemical hydrogen charging by Seung-Hyeok Shin, Dong-Kyu Oh, Sang-Gyu Kim, Byoungchul Hwang

“…On the other hand, the ex-situ hydrogen charging method exhibited minimal hydrogen embrittlement as hydrogen was uniformly distributed within the notched tensile specimen.…”
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Principles, barriers and enablers to agroecological animal production systems: a qualitative approach based on five case studies by B. Dumont, C. Barlagne, P. Cassart, J.E. Duval, A. Fanchone, J-L. Gourdine, O. Huguenin-Elie, Y. Kazakova, J. Klötzli, A. Lüscher, E. Oteros-Rozas, D. Pomies, M.G. Rivera Ferre, W.A.H. Rossing, V. Stefanova, A. Swartebroeckx, C. Zagaria

“…Though we could observe activities related to each agroecological principle in each case study, the relative importance of each principle differed. For instance, in Switzerland, the focus was on ecological processes operating in multispecies mixtures, and therefore on mobilising principles of input reduction, synergy, soil health and biodiversity, while in Andalucía, a civil society organisation, a regional agricultural office, researchers, and farmers mainly mobilised transformational principles at the food system level, e.g. social values, connectivity and participation. …”
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Differential methylation of circulating free DNA assessed through cfMeDiP as a new tool for breast cancer diagnosis and detection of BRCA1/2 mutation by Piera Grisolia, Rossella Tufano, Clara Iannarone, Antonio De Falco, Francesca Carlino, Cinzia Graziano, Raffaele Addeo, Marianna Scrima, Francesco Caraglia, Anna Ceccarelli, Pier Vitale Nuzzo, Alessia Maria Cossu, Stefano Forte, Raffaella Giuffrida, Michele Orditura, Michele Caraglia, Michele Ceccarelli

“…Methods We enrolled 23 BC patients with germline mutation of BRCA1 and BRCA2 genes, 19 healthy controls without BRCA1/2 mutation, and two healthy individuals who carried BRCA1/2 mutations. …”
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Navigating the Clinical Landscape of Liposomal Therapeutics in Cancer Treatment by Andreja Kozak, Ernestina Lavrih, Georgy Mikhaylov, Boris Turk, Olga Vasiljeva

“…Outlining the properties of different types of liposomes, we focus on the effects of these properties on the liposomes’ targeting and drug release capabilities through innovative surface modifications and describe the most common methods of liposome preparation and characterization. …”
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Analysis and interpretation of aeromagnetic data for Wadi Zeidun area, Central Eastern Desert, Egypt by Mohammad G. Al-Ibiari, Atef A.M. Ismail, Ahmed A. El-Khafeef, Alhussein A. Basheer, Ali M.M. El-laban, Yara Tarek

“…The shallow sources can be separated from those of deeper causatives, using power spectrum transformation tool. Two methods for locating magnetic sources, Source Parameter Image and Analytical Signal to identifying the properties of their sources indicated that, the depth calculation from the used tools ranges between 900 and 3000 m as the average ranges. …”
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The Role of IL-23 in the Development of Th17 Lymphocytes in Pulmonary Tuberculosis Patients by T. E. Kononova, O. I. Urazova, V. A. Serebryakova, S. P. Chumakova, O. A. Vasilyeva, A. E. Sanina

“…The objective: to evaluate the role of IL-23 in the development of Th17 lymphocytes in patients with different clinical and pathogenetic forms of pulmonary tuberculosis.Subjects and Methods. 165 pulmonary tuberculosis patients were examined. …”
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