Mechanisms of nucleus accumbens deep brain stimulation in treating mental disorders by Hanyang Ruan, Geya Tong, Minghui Jin, Kathrin Koch, Zhen Wang

“…Finally, since treatment effects of NAc DBS are most probably also related to alterations in NAc connected circuits or networks, we review studies focusing on the investigation of NAc DBS network effects. By examining these various components that are assumed to be of relevance in the context of NAc DBS, this review will hopefully contribute to increasing our knowledge about the mechanisms underlying NAc DBS and optimizing future selection of optimal DBS targets.…”
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Clinical Observation of Employment of Umbilical Cord Derived Mesenchymal Stem Cell for Juvenile Idiopathic Arthritis Therapy by Liming Wang, Yu Zhang, Hongtao Li, Jingxin Hong, Xiaobo Chen, Ming Li, Wen Bai, Jiangang Wang, Yongjun Liu, Mingyuan Wu

“…These results suggest that UC-MSCs can reduce inflammatory cytokines, improve immune network effects, adjust immune tolerance, and effectively alleviate the symptoms and they might provide a safe and novel approach for JIA treatment.…”
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Construction and optimization of the watershed-scale ecological network based on network characteristic analysis: A case study of the Lancang River Basin by Yi Wang, Xiaogang Zhou, Chang Ding, Wenxuan Li, Linyun Huang, Beichen Ge, Yuhong Song

“…Both strategies resulted in substantial improvements in average degree, network diameter, and average path length. (3) Under scenarios of random and deliberate attacks, the LDF strategy proved superior in augmenting overall network performance and bolstering network stability. The optimized network effectively addressed the ecological deficiencies in the Weiyuan River region. …”
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Application of Complex Network Principles to Key Station Identification in Railway Network Efficiency Analysis by Li Wang, Min An, Limin Jia, Yong Qin

“…The results show that the identified key stations in the railway network play an important role in improving the overall railway network efficiency, which can provide useful information to railway designers, engineers, operators and maintainers to operate and maintain railway network effectively and efficiently.…”
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University digital media co-occurrence networks reveal structure and dynamics of brand visibility in the attention economy by Alexander Michael Petersen

“…Instead, our best approximation for brand equity derives from widespread IHE rankings, which lack contextual and relational features for understanding the patterns of engagement in the fast-moving attention economy, and in particular how institutional partnerships can generate brand equity by leveraging ecosystem network effects. To this end, here we develop a framework for measuring two dimensions of brand equity, namely visibility, and association, according to the frequency of digital media articles featuring a university’s official name. …”
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Digital business strategy of enterprise and its components by Liubov Lipych

“…The digital world is characterized by the following ways of increasing the effect of scale: the ability to dynamically and flexibly change, network effects from the use of multi-vector digital platforms, the use of diverse, distributed information from different sources, participation in alliances and partner programs. …”
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Quality management of production processes of engineering products in the network by Ya. V. Denisova

“…Result: as a result of a study on the analysis of quality management models of the production process, their distinctive characteristics are determined in relation to the network, the core of which is a machine-building enterprise, which made it possible to develop an intersectoral model of a quality management system, the use of which allows obtaining such network effects as the achievement of integrated production support at all stages of the life cycle; reducing transaction costs, increasing the flexibility of the design and production of new science-intensive and high-tech products, which makes it possible to increase the level of technological sovereignty of the industry by strengthening cooperation ties. …”
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Research on power plant security issues monitoring and fault detection using attention based LSTM model by Shengda Wang, Zeng Dou, Danni Liu, Han Xu, Ji Du

“…This will help to successfully enhance the security and service quality of the power data communication network, effectively cope with network security threats in the new environment, and ensure the security of the power plant network access. …”
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Artificial Neural Networks as a Tool for High-Accuracy Prediction of In-Cylinder Pressure and Equivalent Flame Radius in Hydrogen-Fueled Internal Combustion Engines by Federico Ricci, Massimiliano Avana, Francesco Mariani

“…Additionally, the neural network effectively estimates the equivalent flame radius, maintaining an RMSE of less than 3%, ranging from 2.21% to 2.90%. …”
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Presenting the model of portfolio management in investment funds based on behavioral financial variables by Seyed Mohammad Hadi Shahamat, Mahdi Mohammad Bagheri, Ali Raispour Rajabali, Mohsen Zayandeh Roudi

“…Investor attention, sentiment, discoveries and biases, and network effects interact to form a highly volatile and dynamic market. …”
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