Therapeutic effects of cyclophosphamide, dsDNA preparations and combinations thereof against Krebs-2 ascites cancer cells and various cancer transplants by E. A. Potter, E. V. Dolgova, A. M. Minkevich, Ya. R. Efremov, O. S. Taranov, V. V. Omigov, V. P. Nikolin, N. A. Popova, A. S. Proskurina, E. I. Vereschagin, A. V. Kozel, V. A. Rogachev, D. B. Petrov, A. A. Ostanin, E. R. Chernykh, N. A. Kolchanov, S. S. Bogachev

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Evaluation of stroke sequelae and rehabilitation effect on brain tumor by neuroimaging technique: A comparative study. by Xueliang Guo, Lin Sun

“…This study introduces a 3D CNN encoder-decoder architecture specifically designed to enhance the processing capabilities of 3D medical imaging data. …”
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MFSM: Chinese-English sentence alignment based on multi- feature self-attention mechanism fusion by Baolong Li

“…Bilingual parallel corpora is a very important basic resource in the research field of natural language processing based on statistics. There are cross alignment and empty alignment in Chinese-English bilingual text, it is easy to affect the effect of Chinese-English sentence alignment. …”
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Evidence classification method of chat text based on DSR and BGRU model by Yu ZHANG, Binglong LI, Xuejuan LI, Heyu ZHANG

“…It is always unlikely to efficiently identify and extract chat text evidence related to criminal events, due to the complex semantics such as “slang” in the chat content and the huge amount of chat text data generated by social software such as instant messaging.Based on this motivation, a chat text evidence classification model (DSR-BGRU) based on the DSR (dynamic semantic representation) model and the BGRU (bidirectional gated recurrent unit) model was proposed.The chat text data was pre-processed to preserve the characteristics of the criminal field.Then a multi-layer chat text feature extraction and classification model using the Keras framework was proposed.With the text matrix composed of vector representation of words in the DSR model as the input vector, the input layer of the DSR model featured the chat text from the semantic level.Then the hidden layer of the BGRU model extracted the context characteristics of the text composed of the word vectors.The softmax classification layer recognized and extracted the chat text evidence.The experimental results show that the proposed DSR-BGRU can more accurately identify and extract chat records compared with other models and methods for text classification, and it can also effectively extract the criminal text information from the chat information with the accuracy rate 92.06% and the F1 score 91.00%.…”
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The readiness of future teachers to the implementation of system-activity approach as a pedagogical phenomenon by O. V. Tumasheva, N. A. Кirillova, E. A. Mikhalkina

“…The concept of the Federal State Educational Standard (FSES) involves the ideas of the system-activity approach, according to which a student becomes a full member of the pedagogical process; educational activity is based on the principles of cooperation and mutual understanding. …”
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Feature-Driven Density Prediction of Maraging Steel Additively Manufactured Samples Using Pyrometer Sensor and Supervised Machine Learning by Rajesh Kumar Balaraman, Shaista Hussain, John Kgee Ong, Qing Yang Tan, Nagarajan Raghavan

“…Traditional density measurement methods, like the Archimedes technique, have been employed to determine the density of maraging steel samples produced under varying machine settings (MACH-S) process parameters, including laser power and scan speed. …”
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Development of an Approach to Integrated Epidemiological Zoning of West Nile Fever Endemic Territory (by the Example of the Volgograd Region) by D. N. Nikitin, S. K. Udovichenko, K V Zhukov, E. V. Putintseva, D. V. Viktorov, A. V. Toporkov

“…The widespread occurrence of West Nile fever (WNF) in the Russian Federation and the various intensity of epidemic process manifestations determine the relevance of developing a methodology for epidemiological zoning and differentiation of the country's territory by the level of potential epidemic hazard, which will optimize WNF pathogen monitoring and a set of preventive measures. …”
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Development and validation of a biomarker-based prediction model for metastasis in patients with colorectal cancer: Application of machine learning algorithms by Erfan Ayubi, Sajjad Farashi, Leili Tapak, Saeid Afshar

“…In the GSE68468 dataset, key biomarkers were identified through a screening process involving differential expression analysis, redundancy analysis, and recursive feature elimination technique. …”
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ALGORITHM OF PREPARATION OF THE TRAINING SAMPLE USING 3D-FACE MODELING by D. I. Samal, I. I. Frolov

“…The preparation and preliminary processing of images contains the following constituents like detection and localization of area of the person on the image, assessment of an angle of rotation and an inclination, extension of the range of brightness of pixels and an equalization of the histogram to smooth the brightness and contrast characteristics of the processed images, scaling of the localized and processed area of the person, creation of a vector of features of the scaled and processed image of the person by a Principal component analysis (algorithm NIPALS), training of the multiclass SVM-classifier.The provided algorithm of expansion of the training selection is oriented to be used in practice and allows to expand using 3D-models the processed range of 2D – photographs of persons that positively affects results of identification in system of face recognition. …”
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Basketball teaching methods based on 3D-Convolutional neural network by Chao Huang, Xian Wu

“…The optimized algorithm is then used for video skilled movement detection processing to obtain cropped frame images. The basketball skilled movement dataset is classified and processed using a support vector machine, while a dual-resolution 3d-convolutional neural network is employed to process action features. …”
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PCCNN: A CNN classification model integrating EEG time-frequency features for stroke classification by Teng Wang, Fenglian Li, Jia Yang, Wenhui Jia, Fengyun Hu

“…Unlike single-channel data or simple multi-channel concatenation, our method processes EEG data as a channel matrix, significantly improving classification performance. …”
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Ultrastructural changes in the midgut of Ixodes ricinus nymphs across feeding and digestion stages by Veronika Urbanová, Marie Vancová, František Kitzberger, Jiří Týč, Tomáš Bílý, Tereza Kozelková, Petr Kopáček, Daniel Sojka

“…Our findings enhance the understanding of tick gut cell biology, particularly nutrient processing and energy metabolism, providing a foundation for future research on tick physiology and vector competence.…”
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Moisture-driven shifts in microbial nitrogen limitation under biochar and nitrification inhibitors co-application in tropical soils by Lijun Liu, Qilin Zhu, Xiaoqian Dan, Huanyu Bao, Tongbin Zhu, Lei Meng, Ahmed S. Elrys, Christoph Müller, Jinbo Zhang

“…Soil microbes can regulate soil N dynamics through metabolic processes, such as the secretion of extracellular enzymes, which affect both N production and turnover. …”
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Comparative Analysis of Text Mining Classification Algorithms for English and Indonesian Qur’an Translation by Rahmat Hidayat, Sekar Minati

“…Indonesian translation was processed by using the sastrawi package in Python to do the pre-processing and StringToWord Vector in WEKA with the TF-IDF method to implement the algorithms. …”
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Characterization of full-length long noncoding RNAs and identification of virus-responsive lncRNAs in Sogatella furcifera by Yawen Ban, Yawen Ban, Ting Cui, Ting Cui, Lifei Zhao, Lifei Zhao, Xue Li, Xue Li, Qing Bai, Qing Bai, Qingfa Wu, Qingfa Wu

“…Here, we present a comprehensive identification and characterization of full-length lncRNAs in the white-backed planthopper (Sogatella furcifera), a major rice pest and efficient vector of Southern rice black-streaked dwarf virus (SRBSDV). …”
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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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Paratransgenic manipulation of a tsetse microRNA alters the physiological homeostasis of the fly's midgut environment. by Liu Yang, Brian L Weiss, Adeline E Williams, Emre Aksoy, Alessandra de Silva Orfano, Jae Hak Son, Yineng Wu, Aurelien Vigneron, Mehmet Karakus, Serap Aksoy

“…Tsetse flies are vectors of parasitic African trypanosomes, the etiological agents of human and animal African trypanosomoses. …”
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Comparative characteristics of cytokine regulation in patients with gastric diseases associated with <i>Helicobacter pylori</i> infection by O. V. Smirnova, A. A. Sinyakov

“…Patients and persons of the control group underwent a single blood sampling from the cubital vein upon admission to vacutainers with heparin.The levels of IL-2, IL-4, IL-8, TNFα, interferon-γ in the blood serum of patients and healthy individuals were determined using the enzyme immunoassay method using reagent kits manufactured by JSC “VectorBest”. Statistical data processing was carried out using the Statistica for Windows 8.0 application package.All patients with H. pylori-associated diseases (CG, CAG, GC) showed an increase in pro-inflammatory (IL-2, IL-8, IFNγ) with a significant increase in IL-8 in all patients and IFNγ in gastric cancer and antiinflammatory cytokine (IL-4) with a maximum value in gastric cancer. …”
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Studying concatenation of the Cas9-cleaved transgenes using barcodes by A. V. Smirnov, A. N. Korablev, I. A. Serova, A. M. Yunusova, A. A. Muravyova, E. S. Valeev, N. R. Battulin

“…In pronuclear microinjection, the Cas9 endonuclease is employed to introduce in vivo DNA double-strand breaks at the genomic target locus or within the donor vector, thereby enhancing transgene integration. The manner by which Cas9 interacts with DNA repair factors during transgene end processing and integration is a topic of considerable interest and debate. …”
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Multi-Temporal Remote Sensing Satellite Data Analysis for the 2023 Devastating Flood in Derna, Northern Libya by Roman Shults, Ashraf Farahat, Muhammad Usman, Md Masudur Rahman

“…The recommendations for data usage and further processing in Google Earth Engine were developed.…”
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