The miR‐6779/XIAP axis alleviates IL‐1β‐induced chondrocyte senescence and extracellular matrix loss in osteoarthritis by Zongchao Li, Aonan Dai, Xiaoxiang Fang, Kexing Tang, Kun Chen, Peng Gao, Jingyue Su, Xin Chen, Shengwu Yang, Zhenhan Deng, Liangjun Li

“…MicroRNAs have been confirmed to regulate different cellular processes. They contribute to OA pathology and may help to identify novel biomarkers and therapies for OA. …”
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THE INFLUENCE OF HUMAN LEUKEMIA DIFFERENTIATION FACTOR ON ABILITY OF BLOOD CELLS TO PRODUCE IL-1β, IL-1ra AND IL-8 IN CHRONIC ATROPHIC GASTRITIS, ADENOMAS AND ADENOCARCINOMAS OF TH... by A. V. Sosnina, E. S. Mikhailova, D. V. Morozov, A. I. Autenshlyus, N. A. Varaksin, L. A. Shpagina, E. E. Vorobyeva, T. V. Rakitina, V. M. Lipkin

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Discrimination of pressed sesame oil: A comparison study of non-targeted UV spectral fingerprints combined with different chemometric methods by Dongmin Wang, Yuxin Liu, Jiahui Qian, Yake Li, Lixia Hou, Huamin Liu

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Spin-orbital conversion of the light field immediately behind an ideal spherical lens by V.V. Kotlyar, A.A. Kovalev, S.S. Stafeev, E.S. Kozlova, M.A. Telegin

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Breast Cancer Image Classification Using Phase Features and Deep Ensemble Models by Edgar Omar Molina Molina, Victor H. Diaz-Ramirez

“…Next, a three-channel image is created using the local phase, amplitude, and orientation features of the ROI. A feature vector is constructed for the processed mammogram using the developed CNN model. …”
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平底从动件盘型凸轮机构系统磨损的数值仿真 by 李宝良, 江亲瑜, 葛宰林

“…By introducing the concepts of position vector and wear step, the continuous wear process is discr etized, thus realizing the wear life prediction of the cam and the dynamic simul ation of the movement rule of the follower.…”
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Research on Simplified 3D-SVPWM Method for Three-level Inverter by XUE Shuo, SHEN Shuli, WU Di

“…In order to simplify the sector judgment and calculation of vector time, it proposed a new simplified SVPWM modulation strategy based on 3D-SVPWM method for three-level inverter. …”
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基于空域转矩的齿轮传动系统分析方法 by 曾祥楷, 张光辉

“…It includes space domain spectrum analysis of torque from gear drive system, calculation of space domain frequency, post processing of spectrum, eigen vector and its relations with the structure parameters of gear drive system, method of application etc. …”
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基于三坐标测量机的修形面齿轮齿距偏差测量方法 by 唐进元, 张燕

“…On the foundation of principle and method of face gear machining,the relative position between tool and gear is analyzed and process coordinates are established.According to the differential geometry and meshing theory,the equation of theoretical tooth surface is established.The calculation formula of theoretical coordinates and normal vector of points and the alignment method of pitch measure base circle are given.The actual measurement of the manufactured face gear is carried out by the measuring program based on the Hexagon GLOBAL STATUS575 coordinate measuring machine,and the deviations are obtained after measuring the surface along normal direction and making compensation for the measuring data.…”
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PPP IN RUSSIA. GENERAL STATUS AND IMPLEMENTATION by V. Laktionov

“…Analysis of such a process as PPP is necessary at this time, since it could help solve the problems of the Russian economy associated with various crisis manifestations. …”
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COVID-19 detection from chest CT images using optimized deep features and ensemble classification by Muhammad Minoar Hossain, Md. Abul Ala Walid, S.M. Saklain Galib, Mir Mohammad Azad, Wahidur Rahman, A.S.M. Shafi, Mohammad Motiur Rahman

“…For the composition of the system, this approach constructs a feature vector from the CT images through the features fusion of two Convolutional neural network (CNN) models namely VGG-19 and ResNet-50. …”
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Aerial Images Segmentation with Graph Neural Network by A. V. Emelyanov, A. V. Emelyanov, V. A. Knyaz, V. A. Knyaz, V. V. Kniaz, V. V. Kniaz, S. Yu. Zheltov

“…The development of remote sensing platforms and sensors, as well as the improvement of remote data processing tools and methods, create new opportunities for automatic updating of maps. …”
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A Robust joint coverless image steganography scheme based on two independent modules by Chang Ren, Bin Wu

“…Due to the irreversibility of the process of generating secret images from message codeword, the recovery accuracy of the latter is very poor. …”
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Evaluating the efficacy of using large language models in preoperative prediction of microvascular invasion in HCC: a multicenter study by Zongren Ding, Jianxing Zeng, Guoxu Fang, Pengfei Guo, Weiping Zhou, Yongyi Zeng

“…ChatGPT 4o were used to process the clinical data of the patients and predict MVI. …”
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Emotion-Aware Embedding Fusion in Large Language Models (Flan-T5, Llama 2, DeepSeek-R1, and ChatGPT 4) for Intelligent Response Generation by Abdur Rasool, Muhammad Irfan Shahzad, Hafsa Aslam, Vincent Chan, Muhammad Ali Arshad

“…Attention mechanisms, including multi-head self-attention and cross-attention, further prioritize emotional and contextual features, enabling the temporal modeling of emotional shifts across sessions. The processed embeddings, computed using BERT, GPT-3, and RoBERTa, are stored in the Facebook AI similarity search vector database, which enables efficient similarity search and clustering across dense vector spaces. …”
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View-invariant object representation in anterior and posterior inferotemporal cortex: A machine learning approach by Jun-ya Okamura, Daisuke Fukano, Keisuke Murakami, Gang Wang

“…A classifier was trained by support vector machine (SVM) to create a hyperplane that separated one object from the other three objects at the same viewing angles, and then tested by response vectors to the object images at different viewing angles. …”
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Non-Destructive Detection of External Defects in Potatoes Using Hyperspectral Imaging and Machine Learning by Ping Zhao, Xiaojian Wang, Qing Zhao, Qingbing Xu, Yiru Sun, Xiaofeng Ning

“…Then, principal component regression (PCR), support vector machine (SVM), partial least squares regression (PLSR), and least squares support vector machine (LSSVM) algorithms were used to establish quantitative models to find the most suitable preprocessing algorithm. …”
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Metabolic limitations of soil microorganisms during the decay of Salix psammophila sand barriers by Yumei Liang, Yumei Liang, Xiaoting Duan, Xin Guo, Ruiting Jia, Qi Tian

“…The activities of leucine aminopeptidase, β-1,4-n-acetylglucoside, and alkaline phosphatase first increased and then decreased with the increase of S. psammophila sand barrier years, and reached the maximum value at 6 years. (2) Redundancy analysis revealed that soil stoichiometric ratios were the main factors driving soil enzyme activities and their stoichiometry. (3) The soil enzyme C:N:P stoichiometric ratio was approximately 0.8:1:1. The enzyme vector lengths ranged from 0.66 to 1.09, and the vector angles ranged from 41.86° to 49.70°. …”
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Identification of biomarkers and immune microenvironment associated with pterygium through bioinformatics and machine learning by Li-Wei Zhang, Ji Yang, Hua-Wei Jiang, Hua-Wei Jiang, Xiu-Qiang Yang, Ya-Nan Chen, Wei-Dang Ying, Ying-Liang Deng, Min-hui Zhang, Hai Liu, Hong-Lei Zhang

“…Enrichment analyses were performed to assess the biological processes and signaling pathways associated with these DEGs. …”
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FORMATION OF PROFESSIONAL COMPETENCE OF A CARDIOLOGIST AND A HIGHER SCHOOL TEACHER by Александр Константинович Вахрушев, Ксения Владимировна Комарова, Егор Сергеевич Филимонов

“…The article proves that the professional competence of a doctor is developed on the basis of mastering the method of examining a patient in combination with a purposeful selection of literature, accompanied by lectures, seminars and practical classes. In the educational process, it is advisable to change the vector from an informative approach to direct medical and methodological work (activity approach).…”
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