The central regulatory circuit in the gene network controlling the morphogenesis of Drosophila mechanoreceptors: an <i>in silico</i> analysis by T. A. Bukharina, V. P. Golubyatnikov, D. P. Furman

“…Reconstruction and analysis of the gene networks that provide the formation of traits allow us to integrate the existing experimental data and to identify the key links and intra-network connections that ensure the function of networks. …”
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Analysis of Complex Transportation Network and Its Tourism Utilization Potential: A Case Study of Guizhou Expressways by Sihong Chen, Jianchao Xi, Menghao Liu, Tao Li

“…We found that (1) the geographical centrality of the Guizhou expressway transportation network ranged from −1.28 to 3.33, and its distribution shows a single-core, polyconcentric dispersed spatial structure; (2) the passenger-car flow rate ranged from 15,000 to 3.66 million, and its distribution showed a dual-core, polycentric dispersed structure that is weakly concentric; and (3) there was a positive correlation of 0.22 between the geographical centrality and passenger flow of the Guizhou expressway transportation network, which showed seven cluster types—“high-high,” “moderately high-high,” “low-high,” “moderately low-high,” “high-low,” “moderately high-low,” and “low-low”—for which seven corresponding models of tourism development were proposed. …”
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Residual Life Prediction of SA-CNN-BILSTM Aero-Engine Based on a Multichannel Hybrid Network by Yonghao He, Changjun Wen, Wei Xu

“…In this paper, a multichannel hybrid network is proposed; this network is a combination of the one-dimensional convolutional neural network (1D-CNN), the bidirectional long short-term memory network (BiLSTM), and the self-attention mechanism. …”
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A Multifeature Fusion Network for Tree Species Classification Based on Ground-Based LiDAR Data by Yaoting Liu, Yiming Chen, Zhengjun Liu, Jianchang Chen, Yuxuan Liu

“…Light detection and ranging (LiDAR) holds considerable promise for tree species classification. Existing networks that utilize point clouds of individual trees have shown promising results. …”
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A Hybrid Artificial Neural Network and Particle Swarm Optimization algorithm for Detecting COVID-19 Patients by Alla Ahmad Hassan, Tarik A Rashid

“…Based on the comparison, this paper grouped the top seven ML models such as Neural Networks, Logistic Regression, Nave Bayes Classifier, Multilayer Perceptron, Support Vector Machine, BF Tree, Bayesian Networks algorithms and measured feature importance, and other, to justify the differences between classification models. …”
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Comparative efficacy of acupuncture therapies in premature ovarian failure: A systematic review and network meta-analysis by Yonghang Yi, Fengjun Ma, Yang Jiao, Rongqi Zhang, Yunhao Yi, Yuxia Ma

“…This study aimed to systematically review the literature and conduct a network meta-analysis (NMA) to compare the efficacy of different acupuncture and related therapies and identify methodologic weaknesses in previous studies. …”
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Network characteristics of referrals for chronic disease patients: results from hierarchical medical reform in Shenzhen, China by Fangfang Gong, Junxia Luo, Zhihong Wang, Ping Tang, Guangyu Hu, Ying Zhou, Hanqun Lin

“…Methods This study was a repeated cross-sectional study of monthly data collected between August 2017 and December 2023 in Luohu district, Shenzhen, China. Social network analysis was used to construct a referral network for chronic disease patients. …”
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Elucidating the complex hydrolysis and conversion network of xanthan-like extracellular heteropolysaccharides in waste activated sludge fermentation by Chen-Yuan Zhou, Kun Dai, Yi-Peng Lin, Xing-Chen Huang, Yan-Lin Hu, Xuan-Xin Chen, Xiao-Fei Yang, Qi-Yuan Sun, Yong Zhang, Mark C.M. van Loosdrecht, Raymond Jianxiong Zeng, Fang Zhang

“…The xanthan degradation network consisting of extracellular enzymes and bacteria was elucidated by combining high-throughput sequencing, metagenomic, and metaproteomic analyses. …”
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In silico analysis of hub genes and regulatory networks implicates the putamen in non-motor Parkinson’s disease disorders by Stephen Tunmise Akanbi, Joshua Ayodele Yusuf, Thompson Oluwaferanmi Ayandele, Dayo Samson Oladipupo, Darasimi Racheal Olorunlowu, Blessing Dorcas Olawuyi, Joshua Oluwafisayo Adepoju, Dolapo Emmanuel Opasina, Elizabeth Kehinde Opoola, Uchenna Victor Ugwuanyi, Olufunto Omodele Adeleye

“…Also, we constructed transcription factor (TF)-hub gene expression networks, miRNA-hub gene expression networks, and disease hub gene association networks using the JASPAR database, Tarbase database, and DisGeNET via NetworkAnalyst platform, respectively. …”
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MASFNet: Multi-level attention and spatial sampling fusion network for pine wilt disease trees detection by Dong Ren, Meng Li, Ziyu Hong, Li Liu, Jingfeng Huang, Hang Sun, Shun Ren, Pan Sao, Wenbin Wang, Jingcheng Zhang

“…To mitigate these challenges, we propose a multi-level attention and spatial sampling fusion network (MASFNet) to reduce false detection problems. …”
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Extended depth-of-field microscopic imaging for intact histological samples via self-calibrated diplane network by Yuezhi He, Xu Yang, Shiwei Ye, Zonghua Wen, Peng Liu, Hui Li, Feng Xiang, Jiuling Liao, Yizhou Tan, Haoyong Ning, Junjie Zou, Guilu He, Long Zeng, Yanwu Guo, Hui Li, Ying Gu, Bo Wang, Wei Zheng

“…The system first integrates two cameras positioned at two distinct imaging planes to simultaneously acquire images and then combines the images with a self-calibrated diplane network. The overall DOF of the system is enhanced over eight-folds, and the image acquisition speed is increased by more than seven times. …”
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Forestry and wood technology research and education network for climate change adaptation strategies and ASFORCLIC - HORIZON 2020 project by Kyriaki Giagli, Kathrin Böhling, Tobias Mette, Aleš Kučera, Torben Hilmers, Petr Čermák

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Node-Gosper Curve-Based Unknown Sensor Localization Using Single Mobile Anchor in Wireless Sensor Networks by Chi-Chang Chen, Sheng-Bo Wang

“…The node-Gosper curve is a fractal space-filling curve constructed by recursively replacing each node by a seven-segment generator curve. Here, we propose a novel scheme for describing the path of a node-Gosper curve; the scheme can be used to calculate the coordinates of each turning point of the curve efficiently. …”
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Building a culture of quality in maternal and newborn health: experience from the quality, equity and dignity network in Ethiopia by Anene Tesfa Berhanu, Asebe Amenu Tufa, Seblewengel Lemma, Geremew Gonfa, Theodros Getachew, Desalegn Bekele, Fitsum Kibret, Nehla Djellouli, Tim Colbourn, Tanya Marchant

“…The Quality Equity and Dignity (QED) network was a global initiative working toward this objective, focusing on maternal and newborn health. …”
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Event-Type Identification in Power Grids Using a Spectral Correlation Function-Aided Convolutional Neural Network by Ozgur Alaca, Ali Riza Ekti, Jhi-Young Joo, Nils Stenvig

“…The proposed method is benchmarked against seven conventional techniques, using real-world power grid signals representing four distinct event types: blown fuse, line switching, low amplitude arcing, and transformer energization. …”
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Cardiovascular safety of Janus kinase inhibitors in inflammatory bowel disease: a systematic review and network meta-analysis by Huibin Yang, Ting An, Yuxuan Zhao, Xiaojing Shi, Bangmao Wang, Qingyu Zhang

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Interventions for SARS-CoV-2 prevention among Jailed adults: A network-based modeling analysis by Isaac Schneider, Karina Wallrafen-Sam, Shanika Kennedy, Matthew J. Akiyama, Anne C. Spaulding, Samuel M. Jenness

“…Methods: Social contact networks were simulated at two different overlapping network layers: cell and block. …”
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Network Meta-Analysis and Trial Sequential Analysis of Randomised Controlled Trials Comparing Robotic, Laparoscopic, and Open Pancreatoduodenectomy by Nejo Joseph, MBChB, Chris Varghese, MBChB, James Lucocq, MBChB, Matthew J. McGuinness, MBChB, Samuel Tingle, MBChB, Giovanni Marchegiani, PhD, Kjetil Soreide, PhD, Mohammed Abu-Hilal, Jas Samra, Marc Besselink, PhD, Steve White, Sanjay Pandanaboyana, FRCS

“…With recent randomised controlled trials (RCTs) comparing open pancreatoduodenectomy (OPD) with robotic or laparoscopic pancreatoduodenectomy (RPD or LPD), we undertook a network meta-analysis (NMA) comparing all 3 approaches to evaluate comparative outcomes. …”
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Identification of Host–Protein Interaction Network of Canine Parvovirus Capsid Protein VP2 in F81 Cells by Hongzhuan Zhou, Huanhuan Zhang, Xia Su, Fuzhou Xu, Bing Xiao, Jin Zhang, Qi Qi, Lulu Lin, Kaidi Cui, Qinqin Li, Songping Li, Bing Yang

“…Subsequently, the protein Interaction Network (PPI), the annotation of gene ontology (GO) and the database of Kyoto Encyclopedia of Genes and Genomes (KEGG) were constructed for in-depth analysis. …”
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Comparative effectiveness of non-pharmacological therapies for postoperative cognitive dysfunction: Protocol for a systematic review and network meta-analysis. by Kexin Wu, Qiongnan Bao, Jun Huang, Shanshan Sun, Yaqin Li, Xinyue Zhang, Manze Xia, Zhenghong Chen, Jin Yao, Wanqi Zhong, Zihan Yin, Fanrong Liang

“…Pairwise and Bayesian network meta-analyses will be performed using RevMan, STATA, and Aggregate Data Drug Information System statistical software. …”
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