Two-Centre Retrospective Analysis on Selective Sensory Denervation of Shoulder Joint by Means of Cooled Radiofrequency in Chronic Shoulder Pain by Santi C, Haag T, Cooke C, Schatman ME, Tinnirello A

“…Thanks to recent anatomical studies, the precise location of articular branches of the suprascapular, lateropectoral and axillary nerves has been determined. Cooled radiofrequency is a neuroablative modality of treatment which has been demonstrated as efficient in different anatomical locations, and targeting the aforementioned nerves could result in a complete and efficient denervation of the shoulder. …”
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Nondestructive detection and classification of impurities-containing seed cotton based on hyperspectral imaging and one-dimensional convolutional neural network by Yeqi Fei, Zhenye Li, Tingting Zhu, Zengtao Chen, Chao Ni

“…This strategy provides an accurate and efficient method for removing impurities during cotton processing.…”
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Assessing the Impact of Rural Development for the Agro-Industrial Complex of the Russian Federation by N. A. Vladimirov

“…The purpose of the study is to assess the impact of the development of rural areas on the agro-industrial complex of the Russian Federation. It is necessary to determine the differentiation of Russian regions in terms of the level of development of rural areas and assess the impact of their development on the agro-industrial complex.Materials and methods. …”
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Optimization of dual-layer flow field in a water electrolyzer using a data-driven surrogate model by Lizhen Wu, Zhefei Pan, Shu Yuan, Xiaoyu Huo, Qiang Zheng, Xiaohui Yan, Liang An

“…A data-driven surrogate model based on deep neural network (DNN) is developed and successfully trained using data obtained by the physical VOF method. Based on the highly efficient surrogate, genetic algorithm (GA) is further utilized to determine the optimal heights of base layer and degassing layer. …”
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Advances and challenges of sand production and control in oilfields: A review by Muhammad Muhammad, Azad Anugerah Ali Rasol

“…This paper discusses and analyzes the mechanisms of sand production, advanced sand management strategies, sand predictions model and monitory sensors, and challenges associated with sand control techniques, including mechanical, chemical methods, and hydrocyclone desanders. This paper highlighted some of the most used chemical agents in laboratory and field experiments for sand consolidation, are evaluated to determine their effectiveness in sand mitigation. …”
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Standardized methodology for calculating the cost of medical care funded by government sources by M. A. Sdvizhkova, S. A. Kovaleva, D. V. Fedyaev, V. V. Omelyanovskiy

“…Calculating the cost of MC is considered as a key tool that affects the efficiency of the system. However, the existing calculation methods remain fragmented, which reduces their transparency and limits their application. …”
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FEATURES OF COMPREHENSIVE REHABILITATION OF WAR VETERANS by Olga V. Puchyna, Lenina V. Zadorozhna-Knyagnitska, Olha A. Cherepiekhina, Maryna M. Netreba, Alexander M. Gershanov

“…To analyse the peculiarities of comprehensive rehabilitation of war veterans, to determine the effectiveness of integrated methods of psychological care. …”
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Assessment of the degree of key factors impact on the competitiveness of enterprises in the agricultural sector of the Zaporizhia region based on a priori ranking by K.S. Malyuta

“…Development and substantiation of a systematic approach to marketing management of the competitiveness of agricultural enterprises based on a priori ranking of factors, which makes it possible to increase their adaptability to changes in the market environment, optimize the use of resources and form sustainable competitive advantages. Methods. Integrated approach that includes theoretical and empirical methods for analyzing and evaluating the competitiveness of agricultural enterprises. …”
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Analysis of the influence of selected audio pre-processing stages on accuracy of speaker language recognition by Olesia Barkovska, Anton Havrashenko

“…Taking into account the growing demand for accuracy and efficiency of audio information classification methods, evaluation and comparison of different audio pre-processing methods becomes important part of determining optimal solutions. …”
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THE ECONOMIC RATIONALE FOR THE USE OF OUTPATIENT PLEURODESIS IN THE TREATMENT OF MALIGNANT PLEURAL EFFUSIONS by O. V. Ivanov, V. N. Klimenko, A. V. Reshetov

“…An outpatient pleurodesis can reduce these problems.The objective was to compare pharmacoeconomic parameters for inpatient pleurodesis and outpatient pleurodesis to determine the most cost-effective treatment option.Methods and materials. 179 patients in the clinic of the Federal State Budgetary Institution Scientific Research Center for Oncology named after N. …”
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Current state and prospects of development of energy-optimal control systems for 2ES6 electric locomotives by S. G. Istomin, K. I. Domanov, A. P. SHATOKHIN, I. N. Denisov

“…A tunable artificial recurrent neural network on long short-term memory in new or existing improved methods for energy-efficient train rolling stock control would improve the motion recorders used on locomotives. …”
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A generalizable framework for urban wetland training samples generation and migration: A case study of global Ramsar Wetland Cities by Zhe Yang, Weiguo Jiang, Xiaogan Yin, Ziyan Ling, Xiaoya Wang, Miaolong Lin, Shuhui Lai, Xiao Li, Qiaozhen Guo, Zhijie Xiao, Ze Zhang, Qiuling Li, Peiyu Yang, Shihui Huang, Xiang Long, Keyi Yang, Kaifeng Peng, Yongbiao Yu, Xuan Liu, Yaheng Sheng, Xiaorui Ren, Xiangdong Yang, Haicheng Tian

“…A dual-constraint spectral matching method based on Spectral Angle Distance (SAD) and Euclidean Distance (ED) was developed to reduce the manual effort required for determining unchanged sample thresholds and to enable dynamic migration of urban wetland training samples. …”
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Research progress and prospects of coal and gas outburst and composite dynamic disaster warning systems in China by Zhigang ZHANG, Qinghua ZHANG, Jun LIU

“…In order to further improve the effective and precise prevention and control of dynamic disasters such as gas and rock burst in deep and high-strength mining mines, enhance the level of mine intelligence, and ensure the safe and efficient mining capacity of mines, this paper elaborates on the research status of coal and gas outburst and its composite dynamic disaster warning methods and systems in China. …”
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Synthesis, physical and chemical properties of 5-(adamantane-1-yl)-4-amino-1,2,4-triazole-3-thiol derivatives by V. M. Odyntsova

“…Implementation of new highly efficient drugs in medical practice is one of the most urgent problems of modern pharmaceutical industry. …”
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Effect of different drying techniques on the physicochemical and nutritional properties of Moringa oleifera leaves powder and their application in bakery product by B.M. Khaled, Ashish Kumar Das, S. M. Shamiul Alam, Nazmus Saqib, Md. Suman Rana, Sumia Rahman Sweet, Tamanna Naznin, Md. Pallob Hossain, Shanto Sardar, Zakaria Hossain, Suzana Marzan, Afrina Yesmin

“…The study analyzed the influence of drying methods and conditions on the quality of moringa leaves powder (MLP) and determined the optimal MLP to wheat flour ratio for cake development. …”
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Civil Structural Health Monitoring and Machine Learning: A Comprehensive Review by Asraar Anjum, Meftah Hrairi, Abdul Aabid, Norfazrina Yatim, Maisarah Ali

“…This comprehensive review aims to clarify the array of ML-based methods employed in civil engineering, specifically focusing on their efficacy in strengthening energy efficiency and cost-effectiveness. …”
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Scalable AP Clustering With Deep Reinforcement Learning for Cell-Free Massive MIMO by Yu Tsukamoto, Akio Ikami, Takahide Murakami, Amr Amrallah, Hiroyuki Shinbo, Yoshiaki Amano

“…To address this, we propose an AP clustering method using distributed DRL. The model focuses on determining the AP cluster for every single UE to prevent model size expansion. …”
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Effect of longitudinal and cross feed on flatness and surface roughness in flat grinding by Hristijan Zisov, Dimitar Milkov, Atanas Cangulski, Ema Vasileska, Ognen Tuteski, Boban Kusigerski, Jasmina Caloska

“…A full-factorial experimental design is implemented to systematically analyze the interaction between these factors. Statistical methods, including regression analysis, are used to determine the significance of the variables and their effect on surface characteristics. …”
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Exploring the Realization of Creative Dimensions within the Metaverse: The Case of Tabriz Metropolis by Saied Jaffari namvar, Hossein Nazmfar, Ibrahim Taghav

“…The weights of indicators and sub-indices were determined and ranked utilizing the Aras Gray analytical model. …”
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Administrative databases as a tool for identifying healthcare demand and costs in an over-one million population by Fabiana Madotto, Michele A Riva, Carla Fornari, Luciana Scalone, Roberta Ciampichini, Chiara Bonazzi, Lorenzo G Mantovani, Giancarlo Cesana

“…These costs need an appropriate identification of healthcare demand, that could be efficiently monitored through the use of administrative databases.…”
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