How do strategic networks help SMEs upgrade in global value chains? A cross-national analysis by Sangmin Kang, Changju Kim

“…This study proposes that suppliers can upgrade through alternative methods utilizing strategic networks. Our findings thus generate important implications for managers working for suppliers in current or potential global value chains.…”
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Open-Circuit Fault Analysis and Recognition in Three-Level Inverters Based on Recurrence Plot and Convolution Neural Network by Jianjun Yan, Yanxing Huang, Shuai Yuan, Yufan Lu, Zeyu Yu

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Network analysis of autism traits and problematic mobile phone use and their associations with depression among Chinese college students by Gang Liu, Ya Liu, Zongping Chen, Siyuan Zhou, Lingfei Ma

“…The current study employed network analysis to examine the relationship between symptoms from factor level about autism traits and problematic mobile phone use (PMPU) and to explore their associations with depression. …”
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Adaptive temporal-difference learning via deep neural network function approximation: a non-asymptotic analysis by Guoyong Wang, Tiange Fu, Ruijuan Zheng, Xuhui Zhao, Junlong Zhu, Mingchuan Zhang

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Neural network analysis of the relationships of risk factors with a fatal event depending on prospective follow-up duration by V. G. Vilkov, S. A. Shalnova, Yu. A. Balanova, G. A. Muromtseva, A. E. Imaeva, O. M. Drapkina

“…To compare the significance of risk factors (RF) in neural network modeling of a fatal outcome for prospective follow-up periods of 10, 20, 30 and 40 years.Material and methods. …”
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Coexpression network and phenotypic analysis identify metabolic pathways associated with the effect of warming on grain yield components in wheat. by Christine Girousse, Jane Roche, Claire Guerin, Jacques Le Gouis, Sandrine Balzegue, Said Mouzeyar, Mohamed Fouad Bouzidi

“…Co-expression analysis using WGCNA (Weighted Gene Coexpression Network Analysis) uncovered modules (groups of co-expressed genes) associated with agronomic traits. …”
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Assessment of mesenchymal stem cells for the treatment of spinal cord injury: a systematic review and network meta-analysis by Runfang Wang, Yiding Wang, Fangning Yan, Jinqing Sun, Tianyu Zhang

“…The results showed that MSCs significantly improved motor, sensory, and activities of daily living activities after SCI. Network meta-analysis indicated that umbilical cord mesenchymal stem cells (UCMSCs) were the most effective cell source, and intrathecal injection (IT) was the optimal transplantation method.ConclusionThe study suggests that the current use of UCMSCs for IT transplantation may be the best transplantation strategy for improving functional impairment after SCI. …”
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Tell me why: A scoping review on the fundamental building blocks of fMRI-based network analysis by Z. van der Pal, L. Douw, A. Genis, D. van den Bergh, M. Marsman, A. Schrantee, T.F. Blanken

“…This review explores the current landscape of network estimation methods in the context of functional MRI (fMRI) based network neuroscience, focusing on static undirected network analysis. …”
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Effectiveness and acceptability of exergaming in people with mild cognitive impairment: protocol for an overview of systematic reviews and network meta-analysis by Xi Chen, Dian Jiang, Yifei Chen, Yishu Zhu, Hongting Ning, Hui Feng

“…A network meta-analysis will be conducted to compare the effectiveness of different exergames. …”
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Gender differences in symptom interactions between problematic smartphone use and social anxiety in adolescents: a network analysis by Sipu Guo, Xinyuan Zou, Yanqiang Tao, Yichao Lv, Xiangping Liu, Silin Huang

“…The Mobile Phone Addiction Index and Social Anxiety Scale were used to evaluate symptomatology and networks. Network analysis and network comparison tests were used to determine the network structure, centrality, bridge symptoms and gender differences in the PSU-social anxiety network among adolescents. …”
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Global research trends and developments in female infertility: a systematic bibliometric analysis and network visualization of 9288 studies by Tauseef Ahmad, Mukhtiar Baig, Sahar Shafik Othman, Shahad Abduljalil Abuhamael

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Comparison of various excimer laser (EL) combination therapies for vitiligo: a systematic review and network meta-analysis by ChanXiu Li, Yue Hu, ZengYi Mu, Lei Shi, Xiao Sun, XinYue Wang, YaPing Wang, XinHong Li

“…The primary outcome measure was a repigmentation rate ≥ 75%, and the secondary outcome measures were a repigmentation rate of ≤ 25% and adverse events.Results Eleven studies involving 348 patients were included. Network Meta-Analysis showed that EL combined with antioxidants (SUCRA = 98.8%), EL combined with calcipotriol (SUCRA = 59.8%) and EL combined with tacalcitol (SUCRA = 59.6%) were the three optimal interventions achieving repigmentation rates ≥ 75%. …”
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Systematic Literature Review and Network Meta-Analysis of Clinical Efficacy and Safety of Topical Treatments for Patients with Atopic Dermatitis by Hiroyuki Murota, Takeshi Nakahara, Xinyu Wang, Miyuki Matsukawa, Hiroe Takeda, Tomohiro Kondo, Kentaro Yamato

“…Methods A systematic literature review (SLR) and network meta-analysis (NMA) was conducted to evaluate the clinical efficacy and safety of existing standard topical therapies and new topical treatments for AD. …”
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Identifying the Core Symptoms in Chinese Patients of Chronic Obstructive Pulmonary Disease: A Contemporaneous Symptom Network Analysis by Yang Z, Cui M, Zhang J, Wang Z, Yao G, Fu X

“…Addressing symptoms of sadness and drowsiness may serve as a crucial target for alleviating the overall symptom burden in individuals with COPD.Keywords: COPD, symptom subgroup, core symptom, heterogeneity, network analysis…”
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Identification of human genes potentially involved in the pathogenesis of viral hepatitis C based on multi-network bioinformatics analysis by Ekaterina V. Anufrieva, Yulia V. Ostankova, Vladimir S. Davydenko, Alexandr N. Schemelev, Areg A. Totolian

“…The aim of this study was to search for human genes potentially involved in the pathogenesis of hepatitis C by multi-network bioinformatics linkage analysis of proteins involved in the stages of hepatitis C virus (HСV) attachment and entry. …”
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CADCAM Versus Conventional Denture Bases: Network Meta-Analysis of In Vitro Studies Comparing Accuracy and Surface Properties by Rohit Kunnath Menon, Yew Hui Xin, Benjamin Chen Tze Wei, Sarah Omar AlSaqaf, Adonis Khaled Abu Kariem, Maram Mohamad Al Tabbaa, Sajesh K. Veettil

“…Introduction: This systematic review with network meta-analysis (NMA) analysed the current evidence on in vitro studies comparing trueness of fit, surface roughness, colour stability, surface wettability, water sorption, water solubility, and microbial adhesion between conventional and digital denture bases. …”
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Analysis of Nicotine Toxicity and Mechanisms of Senescence in Nucleus Pulposus Cells Using Network Toxicology and Molecular Docking Technique by Chen Jiang, Chao Song, Chaoqi Chen, Baoxin Shen, Lei Yang, Chi Zhang, Fei Liu, Xiaofei Wu, Feng Chen

“…ABSTRACT Aim Through the use of network toxicology, the research sought to determine whether cellular senescence and associated molecular mechanisms in nicotine‐induced intervertebral disc degeneration (IVDD) were potentially harmful. …”
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Optimization of the operating mode of a squirrel-cage induction motor by D. A. Vasiliev, L. A. Panteleeva, E. I. Gracheva

“…To implement energy-efficient modes of operation of AM, operating in the resources of a rational electric drive, it is necessary to determine the numerical values of the parameters of the AM equivalent circuit, the currents flowing through the circuit element. There is no significance to this important definition of squirrel-cage currents, in accordance with the identification of the allocation of squirrel-cage rotor currents, which requires a solution along with the determination of the parameters of the IM equivalent circuit.METHODS. …”
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A graph convolutional network approach for hyperspectral image analysis of blueberries physiological traits under drought stress by Md. Hasibur Rahman, Savannah Busby, Sajid Hanif, Md Mesbahul Maruf, Faraz Ahmad, Sushan Ru, Alvaro Sanz-Saez, Jingyi Zheng, Tanzeel U. Rehman

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Past, Present, and Future of HNR: Reflections on the Practices and Methods in Historical Network Research Based on a Quantitative Survey by Lea Weiß, Laura von Welczeck, Malte Vogl, Marten Düring, Aleksandra Kaye, Jascha Merijn Schmitz, Raphael Schlattmann, Bernardo Sousa Buarque

“…The past, present, and future of Historical Network Research (HNR) is widely discussed. While various contributions thoughtfully reflect on the potentials and pitfalls of new (computational) methods and their implications for wider epistemological assumptions, the current discussion seems to lack a review of the actual practices and methods in use when doing network-related historical research. …”
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