Comparative efficacy and acceptability of psychosocial interventions for individuals with cocaine and amphetamine addiction: A systematic review and network meta-analysis. by Franco De Crescenzo, Marco Ciabattini, Gian Loreto D'Alò, Riccardo De Giorgi, Cinzia Del Giovane, Carolina Cassar, Luigi Janiri, Nicolas Clark, Michael Joshua Ostacher, Andrea Cipriani, Andrea Cipriani

“…<h4>Conclusions</h4>To our knowledge, this network meta-analysis is the most comprehensive synthesis of data for psychosocial interventions in individuals with cocaine and/or amphetamine addiction. …”
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ICA-Based Resting-State Networks Obtained on Large Autism fMRI Dataset ABIDE by Sjir J. C. Schielen, Jesper Pilmeyer, Albert P. Aldenkamp, Danny Ruijters, Svitlana Zinger

“…Additionally, ICA separates the noise from the signal, and the signal components correspond well to functional brain networks called resting-state networks (RSNs). Currently, no large, readily available dataset preprocessed with ICA exists. …”
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AI-driven prediction of bitterness and sweetness and analysis of receptor interactions by Hiroaki Iwata

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Integration of Deep Learning Neural Networks and Feature-Extracted Approach for Estimating Future Regional Precipitation by Shiu-Shin Lin, Kai-Yang Zhu, He-Yang Huang

“…This study proposes a deep neural network (DNN) as a downscaling framework with nonlinear features extracted by kernel principal component analysis (KPCA). …”
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CURRENT STATE AND PROSPECTS OF COMPUTER TERMINOLOGY ONLINE LEXICOGRAPHY by Iryna B. Mentynska

“…A number of modern online lexicographic sources that record computer terms are analyzed, their features from the point of view of practical application are noted, and the most current trends related to modern lexicography processes are highlighted. …”
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A merged fuzzy system and neural network for improving management method and strategy in scientific research and education by Wentao Kang

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Analysis of Pharmacological Activities and Mechanisms of Essential Oil in Flowers of <i>Citrus grandis</i> ‘Tomentosa’ by GC-MS/MS and Network Pharmacology by Danxi Yan, Shuyi Wen, Mingxia Chen, Jinlan Huang, Guihao Zhang, Renkai Li, Jiamin Lu, Zhongxuan Yao, Fei Gao, Jieshu You

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Global trends in cervical spondylosis research: a bibliometric analysis based on the Web of Science by Lin Jiang, Yu Xu, Zhijun Yang, Penghui Li, Youkang Dong, Youkang Dong, Guangzhi Yang

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Electroencephalography-Based Pain Detection Using Kernel Spectral Connectivity Network with Preserved Spatio-Frequency Interpretability by Santiago Buitrago-Osorio, Julian Gil-González, Andrés Marino Álvarez-Meza, David Cardenas-Peña, Alvaro Orozco-Gutierrez

“…Pain detection and assessment remains a challenge due to its subjective nature. Current clinical methods may be inaccurate or unfeasible for non-verbal patients. …”
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Research on Fault Detection Technology for Circuit Breaker Operating Mechanism Combinations Based on Deep Residual Networks by Hongping Shao, Yizhe Jiang, Jianeng Zhao, Xueteng Li, Mingzhan Zhang, Mingkun Yang, Xinyu Wang, Hao Yang

“…Therefore, conducting a failure mechanism analysis for multi-source faults in such systems is essential. …”
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Comparative Analysis of Anterolateral Ligament Reconstruction versus Lateral Extra-articular Tenodesis in Patients Undergoing Anterior Cruciate Ligament Reconstruction: A Systemati... by Sung Huang Laurent Tsai, Chen Huan Hsu, Wei-Cheng Chen, Cheng-Pang Yang, Hao-Che Tang, Chien-Hao Chen, Chih-Hao Chiu, Alvin Chao-Yu Chen, Kuo-Yao Hsu, Yi-Sheng Chan

“…Results: Ten RCTs and three prospective cohort studies with 1208 patients were included in the systematic review and network meta-analysis. ACLR + ALLR and ACLR + LET showed higher IKDC scores and Lysholm scores than ACLR alone. …”
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Structural fault analysis of air-core reactors under lightning impulse by ZONG Wanli, GUO Shikaihua, DING Ke, YE Ke, WAN Zhicheng, CHEN Jinpeng, CHEN Feng

“…Based on the probabilistic characteristics of lightning impulse， a Bayesian network-based method is proposed for fault cause analysis. …”
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CITMIC: Comprehensive Estimation of Cell Infiltration in Tumor Microenvironment based on Individualized Intercellular Crosstalk by Xilong Zhao, Jiashuo Wu, Jiyin Lai, Bingyue Pan, Miao Ji, Xiangmei Li, Yalan He, Junwei Han

“…A comprehensive characterization of cell and intercellular crosstalk in the TME is essential for understanding tumor biology and developing effective therapies. However, current cell infiltration analysis methods only partially describe the TME's cellular landscape and overlook cell‐cell crosstalk. …”
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Simulation Study of Deep Belief Network-Based Rice Transplanter Navigation Deviation Pattern Identification and Adaptive Control by Xianhao Duan, Peng Fang, Neng Xiong, Muhua Liu, Xulong Wu, Li Fu, Zhaopeng Liu

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Range of Publications for E-Government Services: a Review and Bibliometric Analysis by Adil Hassan Ibrahim, Achmad Nurmandi

“…The bibliometric and network analysis of E-government services helps to graphically display the publication's assessment over time and identify domains of current studies' interests and potential directions for further studies. …”
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An approach for exploring spatial associations in multi-layer networks based on convergent and divergent flow structures by Haiping Zhang, Xingxing Zhou, Zitong Li, Yushu Xu, Yu Yang, Guoan Tang

“…The proposed approach enhances convergent and divergent analysis in multi-semantic spatial networks by offering tools for investigating structural consistency across networks. …”
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Research and Modelling of Bus Marginal Carbon Intensity for Power Systems Considering Network Losses by Jing WU, Xuanyu LIU, Xiang LI, Xiaoyan QI, Chengjun LI, Zhong ZHANG

“…Network losses and congestion have not been considered in the current macro carbon calculation method and carbon flow analysis method for power systems. …”
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Role of memantine in adult migraine: a systematic review and network meta-analysis to compare memantine with existing migraine preventive medications by Guanglu Li, Guanglu Li, Baoquan Qu, Tao Zheng, Shaojie Duan, Lei Liu, Zunjing Liu

“…BackgroundWhile memantine has been considered a promising drug for migraine prevention, no conclusive evidence exists comparing its efficacy with other migraine-preventive medications. This network meta-analysis (NMA) aimed to access the effectiveness and acceptability of memantine and other guideline-recommended prophylactic agents for migraine.MethodsWe searched the Cochrane Register of Controlled Trials, Embase, PubMed, and ClinicalTrials databases from their inception to 1 June 2024. …”
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Evaluating the Electrical Network Impact of EV Charging Strategies Used by Operators Across Residential, Workplace, and Public Users by Cesar Diaz-Londono, Gibran David Agundis-Tinajero, Paolo Maffezzoni, Giambattista Gruosso, Josep M. Guerrero

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Automatic Quantitative Analysis of Internal Quantum Efficiency Measurements of GaAs Solar Cells Using Deep Learning by Zubair Abdullah‐Vetter, Brendan Wright, Tien‐Chun Wu, Ali Shakiba, Ziv Hameiri

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