Recurrent Neural Network-Based Autoencoder for Problems of Automat-ic Time Series Analysis at Power Facilities by Matrenin P.V., Khalyasmaa A.I., Potachits Y.V.

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Thermal-Hydraulic Network Model for steady-state thermal analysis and design of power transformer magnetic cores by L.H. Medeiros, M.M. Oliveira, C.E.G. Falcão, V.C. Bender, T.B. Marchesan

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Pharmacotherapy for improving postoperative sleep quality: a protocol for a systematic review and network meta-analysis by Qian Li, Lei Yang, Yunxia Zuo, Di Yang

“…Therefore, we plan to conduct a systematic review and network meta-analysis to compare the efficacy of different drugs or supplements for improving postoperative sleep quality.Methods and analysis We will search the MEDLINE, Embase, Cochrane Central Register of Controlled Trials, CNKI and Wanfang databases from the dates of their inception to December 2022. …”
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Simulative Analysis of Stimulated Raman Scattering Effects on WDM-PON Based 5G Fronthaul Networks by Yan Xu, Shuai Wang, Asad Saleem

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Pharmacological interventions for remifentanil-induced hyperalgesia: A systematic review and network meta-analysis of preclinical trials. by Mia E Koponen, Emily Naray, Tim G Hales, Patrice Forget

“…Studies were included in the network meta-analysis if they shared similar characteristics with at least one other study. …”
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How can we use social network analysis to better understand Chimpanzee and Gorilla sociality and communication? by Anna Ilona Roberts, Sam George Bradley Roberts

“…To carry out both the within and between species comparisons, we advocate use of social network analysis, which provides a novel way to describe and compare social structure. …”
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Semi-Blind Channel Estimation and Achievable Rate Analysis for Uplink RIS-Enhanced Multi-User Networks by Samar I. Farghaly, Mohamed I. Ismail, Mostafa M. Fouda, Ahmed S. Alwakeel

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Harnessing Semantic and Trajectory Analysis for Real-Time Pedestrian Panic Detection in Crowded Micro-Road Networks by Rongyong Zhao, Lingchen Han, Yuxin Cai, Bingyu Wei, Arifur Rahman, Cuiling Li, Yunlong Ma

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Depressive, anxiety, and sleep disturbance symptoms in patients with obstructive sleep apnea: a network analysis perspective by Xue Luo, Shuangyan Li, Qianyun Wu, Yan Xu, Ruichen Fang, Yihong Cheng, Bin Zhang

“…To gain a more comprehensive understanding of the symptoms of depression, anxiety, and sleep disturbance in patients with OSA, the current study utilized network analysis to examine the interconnections among these symptoms. …”
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Efficacy and safety of different drugs in patients with HER2-positive gastric cancer: network meta-analysis by Jie Zhang, Chunluan Yuan, Xiao Ma

“…Objective To address this gap, a network meta-analysis was conducted to assess the efficacy and safety of different drugs used in the treatment of HER2-positive gastric cancer. …”
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Recurrent neural network-based automated early detection of pandemic-prone diseases through symptoms analysis by Aditika Tungal, Kuldeep Singh, Prabhsimran Singh, Ateeq Ur Rehman, Sandeep Sood, Vishnu Kant, Anand Kumar, Seada Hussen, Habib Hamam

“…., are therefore a major asset in the fight against such terrible diseases. Therefore, the current study employs the proposed architecture of a recurrent neural network (RNN) for the accurate identification of patients infected with COVID-19 disease through analysis of its major symptoms. …”
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Efficacy of antimalarial drugs for treatment of uncomplicated falciparum malaria in Asian region: A network meta-analysis. by Cho Naing, Maxine A Whittaker, Norah Htet Htet, Saint Nway Aye, Joon Wah Mak

“…The published randomized trials that assessed comparisons of ACTs for treating uncomplicated falciparum malaria reported conflicting results in treatment efficacy. A network meta-analysis is an extension of pairwise meta-analysis that can synthesize evidence simultaneously from both direct and indirect treatment comparisons. …”
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Internet addiction and its association with quality of life in college students: a network perspective by Li-Ya A, Li-Ya A, Li-Ya A, Meng-Yi Chen, Meng-Yi Chen, Yuan-Yuan Jiang, Yuan-Yuan Jiang, Hui-Ting Huang, Hui-Ting Huang, Shou Liu, Yuan Feng, Xiao-Li Zhang, Xiao-Li Zhang, Zhaohui Su, Teris Cheung, Chee H. Ng, Yu-Tao Xiang, Yu-Tao Xiang, Gang Wang

“…The relationship between IA and QoL was examined using analysis of covariance (ANCOVA). The Expected Influence (EI) centrality index was used in the network model to characterize the structure of IA symptoms.ResultsA total of 6,514 college students were included. …”
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A Novel Convolutional Neural Network–Long Short-term Memory Model for Interplanetary Coronal Mass Ejection Detection by Junpei Li, Hong Chen, Jingjing Wang, Yanhong Chen, Bingxian Luo, Hao Deng

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Perioperative diltiazem or nitroglycerin in on-pump coronary artery bypass: A systematic review and network meta-analysis. by Yirui Hu, Xinbei Yang, Li Zhang, Xianren Wu, Anastasia Yian Liu, Joseph A Boscarino, H Lester Kirchner, Alfred S Casale, Xiaopeng Zhang

“…However, it remains inconclusive if either or both agents could improve patient outcomes by preventing graft spasm when applied perioperatively, and, if so, which one would be a better choice. The current systematic review and network meta-analysis aims to summarize the data from all available randomized clinical trials of perioperative continuous intravenous infusion of diltiazem and/or nitroglycerin in patients undergoing on-pump CABG in order to define and compare their roles in graft spasm prevention and their impacts on perioperative outcomes.…”
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Network Pharmacology, Molecular Docking, and Molecular Dynamics Analysis of Honokiol against Triple-negative Breast Cancer by Hassan H. Alhassan

“…Honokiol, a biphenolic compound derived from Magnolia species, has shown promise as a candidate for TNBC therapy. The current study carried out a multidisciplinary study integrating network pharmacology, molecular docking, and molecular dynamics analysis to elucidate the molecular mechanisms underlying the anticancer effects of honokiol against TNBC. …”
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Detecting Anomalies in Attributed Networks Through Sparse Canonical Correlation Analysis Combined With Random Masking and Padding by Wasim Khan, Mohammad Ishrat, Ahmad Neyaz Khan, Mohammad Arif, Anwar Ahamed Shaikh, Mousa Mohammed Khubrani, Shadab Alam, Mohammed Shuaib, Rajan John

“…Attributed networks are prevalent in the current information infrastructure, where node attributes enhance knowledge discovery. …”
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A Comprehensive Review of Progress in Preventing Urinary Infections Associated with the Use of Urinary Catheters: A Dual Analysis of Publications and Patents by Brunella Corrado, Aniello Cammarano, Stefania Dello Iacono, Emilia Renzi, Rosalba Moretta, Maria Emilia Mercurio, Laura Ascione, Annunziata Cummaro, Caterina Meglio, Luigi Nicolais

“…This review aimed to provide a comprehensive analysis of the current scientific literature and the patent landscape from 2014 to 2024 on strategies for preventing CAUTIs. …”
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INFO-RF-based fault diagnosis and analysis method for busbars by Chen Xue, Jian Zhu, Haiou Cao, Yan Gu, Siyu Chen

“…A simulation model of a dual-busbar power system is first established, and key electrical quantities such as differential current, bus tie current, and voltage are extracted to quantify fault features using Root Mean Square (RMS) values. …”
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Validating HF Radar Current Accuracy via Lagrangian Measurements and Radar-to-Radar Comparisons in Highly Variable Surface Currents by Bartolomeo Doronzo, Michele Bendoni, Stefano Taddei, Angelo Boccacci, Carlo Brandini

“…In this study, we conducted a large-scale Lagrangian measurement campaign in the Tuscan Archipelago, aimed at validating surface current data from the HF radar network. This radar network, a recent addition to the area, monitors an oceanographic region critical to Mediterranean dynamics. …”
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