MHS-Net: A multi-scale heterogeneous synergistic network for single image deraining by Lingfeng Yuan, Minghong Xie

“…Single-image rain removal plays a crucial role in improving downstream visual tasks under adverse weather conditions. However, existing methods often fail to effectively balance global–local feature interactions and adaptive feature fusion in complex rain-streak scenarios. …”
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COMPREHENSIVE ASSESSMENT OF THE MORTALITY OF THE POPULATION OF THE RUSSIAN FEDERATION AND KUZBASS FROM MYOCARDIAL INFARCTION FOR THE PERIOD 2012-2020 by Андрей Георгиевич Петров, Сергей Анатольевич Макаров, Николай Владимирович Абрамов, Сергей Николаевич Филимонов, Василий Васильевич Кашталап, Виктор Андреевич Семенихин

“…In order to establish a trend and identify the dynamics of the studied number of indicators as it would be outside the influence of «random» factors, the method of alignment by the method of least squares was applied, which is recognized as an effective method of analytical alignment of the trend. …”
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Réduire le nombre de députés en France métropolitaine. Quel mode d’affectation, pour quelle représentation nationale ? by Cyrille Genre-Grandpierre, Guillaume Marrel, Mathieu Coulon

“…More particularly, the two classic paradigms for allocating seats are compared: the largest remainder method, and the highest averages or Sainte-Laguë method. …”
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TOOLS OF INTERCULTURAL COMMUNICATION IN INTERNATIONAL BUSINESS: A POSTCOLONIAL APPROACH by Eldar Veremchuk, Hennadii Vasylchuk

“…The methodology of the research relied on the following methods: firstly, the method of continuous sampling, which was employed to select language communicative contexts for analysis; secondly, the method of semantic and pragmatic analysis, which was used to identify the meaning of language units used in intercultural communication and their impact on the recipient; and thirdly, the method of interpretative analysis of text from the advertising discourse, which was used to find the hidden meanings and implications in marketing messages. …”
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A Flow Cytometric Approach to Assess RBC-Bound IgG Antibodies in Different Age Populations by Anwar Ullah, Lina Liu, Xia Qi, Hui Liu

“…Objective: This study explores to detect RBC-bound IgG antibodies in various age groups using flow cytometry method. Materials and methods: A total of 120 Serum samples were taken from different age groups of healthy individuals. …”
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Myxosporeans of the genus Kudoa (localization in the fish body, the form of spores and ways of their entry into the environment and into new hosts) by V. M. Yurakhno

“…The material was collected by the method of incomplete parasitological dissections. …”
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Image Restoration by Second-Order Total Generalized Variation and Wavelet Frame Regularization by Jianguang Zhu, Kai Li, Binbin Hao

“…Numerical results show that our proposed model can preserve more details and get higher image visual quality than some current state-of-the-art methods.…”
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Targeted Magnetic Nanoparticles for Beta-Amyloid Detection by Nelly S. Chmelyuk, Aleksey A. Nikitin, Veronika V. Vadekhina, Vladimir A. Mitkevich, Maxim A. Abakumov

“…However, it is known that magnetic nanoparticles (MNPs) can improve the T2 contrast in MR images of various targets. <b>Methods</b>: We used cubic MNPs, which were produced by thermal decomposition and then it was covalently bonded to a modified fluorescently labeled tetrapeptide, HAEE-Cy5, for visualizing beta-amyloid plaques. …”
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Shape Penalized Decision Forests for Imbalanced Data Classification by Rahul Goswami, Aindrila Garai, Payel Sadhukhan, Palash Ghosh, Tanujit Chakraborty

“…The proposed approach enhances predictive performance and generalization by leveraging ensemble learning strategies such as bagging and adaptive boosting. We evaluate the method on twenty benchmark tabular imbalanced datasets, spanning diverse sample sizes and imbalance ratios, and demonstrate its superiority over several state-of-the-art data-level and algorithmic-level methods. …”
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Fusing feature consistency across views for multi-view stereo by Rong Zhao, Caiqin Jia, Xindong Guo, Xiaowen Yang, Huiyan Han, Xie Han

“…Compared to other state-of-the-art methods, our method also shows better generalization ability on the ETH3D dataset.…”
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Comparison the Effect of Kermanshahi Massage with and without Plastic Masking (Shrink Therapy) on Symptoms of the Trigger Points in the Upper Trapezius Muscle by Kamran Mahlooji, Mahsima Abdoli, Fataneh Hashem-Dabaghian

“… The Kermanshahi method of massaging (KM) has been conducted traditionally by this family for many years. …”
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Midline lumbar fusion using cortical bone trajectory screws. Preliminary report by Mateusz Bielecki, Przemysław Kunert, Marek Prokopienko, Arkadiusz Nowak, Tomasz Czernicki, Andrzej Marchel

“…Introduction : Midline lumbar fusion (MIDLF) using cortical bone trajectory is an alternative method of transpedicular spinal fusion for degenerative disease. …”
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Harnessing self-supervised learning to boost malicious traffic detection with enhanced attention by SUN Jianwen, ZHANG Bin, LI Hongyu, CHANG Heyu

“…The existing deep learning-based malicious traffic detection methods generally suffered from three main problems: labeled sample scarcity, inadequate representation of malicious behavior traffic features, and a high false positive rate due to ineffective integration of behavioral association patterns during detection. …”
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Gingival crevicular glucose estimation and patient’s perception of pain during routine dental examination - a concept based on a novel patented periodontal device by AlQahtani Nabeeh Abdullah, Khader Mohasin Abdul, Javali Mukhatar Ahmed

“…Therefore, correlation of blood glucose between the conventional finger-prick blood glucose (FPBG) and gingival crevicular blood glucose (GCBG) method, along with estimation of patient's pain perception by visual analogue scale (VAS). …”
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ACTIVITY OF THE LANDSLIDE ZONES OF THE STAVROPOL UPLAND by V. V. Razumov, K. S. Viskhadzhieva, N. V. Razumova, A. V. Skripchinskiy

“…Cartographic method was also used to visualize the landslide zones distribution in the study area. …”
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Research on injection molded parts defect detection algorithm based on multiplicative feature fusion and improved attention mechanism by Rongnan Zhang, Yang Li, Zhiguang Guan

“…However, traditional defect detection methods for these parts often rely on manual visual inspection, which is inefficient, expensive, and prone to errors. …”
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Breast Cancer Classification With Enhanced Interpretability: DALAResNet50 and DT Grad-CAM by Suxing Liu, Galib Muhammad Shahriar Himel, Jiahao Wang

“…Furthermore, the proposed Dynamic Threshold Grad-CAM (DT Grad-CAM) method provides clearer and more focused visualizations, enhancing interpretability and assisting medical experts in identifying key features.…”
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An automatic approach to detect skin cancer utilizing active infrared thermography by Ricardo F. Soto, Sebastián E. Godoy

“…Active thermography has emerged as an effective method to distinguish between malignant and benign lesions. …”
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On the Question of the Place and Role of Language in the Process of Personality Socialization: Structural-Ontological Sketch by Віталій Шимко

“…This method involves the construction of special visual-graphic matrices that reflect the interaction of the primary process and the material of the studied system. …”
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The role of personalization in influencing digital trust and impulse buying in e-commerce by David R. Hayrapetyan, Syuzi H. Darbinyan

“…The study involved 140 digital consumers (including 100 women) aged 20 to 40 years (mean age 28 years). Methods. The study implemented a survey method using a structured online questionnaire distributed using a simple random sampling method. …”
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