A hybrid critical channels and optimal feature subset selection framework for EEG fatigue recognition by Hanying Guo, Siying Chen, Yongjiang Zhou, Ting Xu, Yuhao Zhang, Hongliang Ding

“…Empirical Mode Decomposition (EMD) is then applied to extract the intrinsic mode components as network nodes, thereby reducing the influence of the number of electrode channels on the brain functional network. …”
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Reinforcement Learning Based Stochastic Shortest Path Finding in Wireless Sensor Networks by Wenwen Xia, Chong Di, Haonan Guo, Shenghong Li

“…Many factors influence the connection states between nodes of wireless sensor networks, such as physical distance, and the network load, making the network’s edge length dynamic in abundant scenarios. …”
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Characteristics and formation mechanism of carbon emission efficiency spatial correlation network: Perspective from Shandong Province by Li Zhang, Hongrui Wang, Beinan Guo, Xuan Liu, Caiyun Deng, Ziyang Zhao, Xin Jiang, Yiyang Li

“…Key cities, such as Jinan and Qingdao, emerge as central nodes in an evolving multi-polarized spatial network, exerting strong influence. …”
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A fault tolerant CSA in QCA technology for IoT devices by Saeid Seyedi, Hatam Abdoli

“…The fault tolerance of basic arithmetic components of IoT nodes performing tasks corresponding to the signal processing, control, and data manipulations is enhanced in the proposed architecture. …”
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Differential T cell accumulation within intracranial and subcutaneous melanomas is associated with differences in intratumoral myeloid cells by Katarzyna Stasiak, Aaron D. Stevens, Ashley C. Bolte, Colleen T. Curley, Mirna Perusina Lanfranca, Robin S. Lindsay, Ukpong B. Eyo, John R. Lukens, Richard J. Price, Timothy N. J. Bullock, Victor H. Engelhard

“…However, their presence did not influence either antigen acquisition or the phenotype of other myeloid cell populations. …”
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Impact of delayed pelvic imaging on the staging of biochemical recurrence in prostate cancer patients using [18F]DCFPYL PET/CT: a retrospective evaluation by Ana Rodríguez-Pajuelo, Miriam Guerra-Gómez, Juan Ignacio Cuenca Cuenca, José María Freire-Macías, José Manuel Jiménez-Hoyuela García, Rosa María Álvarez-Pérez

“…We analyzed the number and maximum SUV (SUVmax) of lesions only in the pelvic region (prostate, locoregional lymph nodes and bone), based on PSMA-RADS version 2.0 and miTNM criteria. …”
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Correlations among PPAR𝜸, DNMT1, and DNMT3B Expression Levels and Pancreatic Cancer by Valerio Pazienza, Francesca Tavano, Giorgia Benegiamo, Manlio Vinciguerra, Francesca Paola Burbaci, Massimiliano Copetti, Fabio Francesco di Mola, Angelo Andriulli, Pierluigi di Sebastiano

“…DNMT3B overexpression in tumor tissue was positively correlated with both lymph nodes spreading (𝑃=0.046) and resection margin status (𝑃=0.04), and a borderline association with perineural invasion (𝑃=0.06) was found. …”
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The saprotrophic Pleurotus ostreatus species complex: late Eocene origin in East Asia, multiple dispersal, and complex speciation by Jing Li, Li-Hong Han, Xiao-Bin Liu, Zhi-Wei Zhao, Zhu L. Yang

“…Here, we present a robust phylogeny of the P. ostreatus species complex, fully resolved from the deepest nodes to species level. The P. ostreatus species complex was strongly supported as monophyletic, and 20 phylogenetic species were recognized, with seven putatively new species. …”
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Assessment of the stress-strain state of profile joints of machine components by V. A. Ilinykh, V. Yu. Lineytsev, O. S. Belkina, E. V. Nepomnyashchikh

“…As a result of the research, the influence of the thickness of the hub walls for the studied shapes of the joint parts on the values of the transmitted torque is established. …”
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The Role of Small Bowel Capsule Endoscopy in Determining the Treatment Strategy for Duodenal Follicular Lymphoma: A Single-Center Retrospective Study by Donghoon Kang, Gi-June Min, Tong Yoon Kim, Young-Woo Jeon, Yukyung Cho, Jae Myung Park, Joo Hyun O, Byung-Ock Choi, Gyeongsin Park, Seok-Goo Cho

“…<b>Results</b>: Imaging workup and bone marrow biopsies revealed DFL only in the gastrointestinal tract (stage I) in 22 patients and in local lymph nodes (stage II₁), distant lymph nodes (stage II₂), pancreas (stage II₂E_pancreas), and extranodal regions (stage IV) in 1, 3, 1, and 13 patients, respectively. …”
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Exploration of the mechanism of Lithospermum erythrorhizon oil in treating atopic dermatitis based on network pharmacology and experimental validation of the PI3K-Akt pathway regul... by Weisheng Hu, Yinlan Wang, Yingjie Zhou, Junbao Shi, Zengyan Li, Xiaoling Jiang, Qinyuan Wu, Changming Zhong, Huilan Weng, Sijie Ouyang, Yuan Jing, Xianxiang Cai, Mingda Ye, Ning Huang

“…The PPI network, constructed using STRING, revealed interactions among 13 nodes and 42 edges, with Cytoscape analysis highlighting 10 core targets. …”
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Identification of biomarkers for the diagnosis of type 2 diabetes mellitus with metabolic associated fatty liver disease by bioinformatics analysis and experimental validation by Guiling Wu, Guiling Wu, Sihui Wu, Sihui Wu, Tian Xiong, Tian Xiong, Tian Xiong, You Yao, You Yao, Yu Qiu, Yu Qiu, Yu Qiu, Liheng Meng, Cuihong Chen, Xi Yang, Xi Yang, Xi Yang, Xinghuan Liang, Yingfen Qin

“…PPI analysis revealed two important modules of T2DM-related pathogenic genes in MAFLD, which contained 49 nodes, suggesting their involvement in cell interaction, inflammation, and other processes. …”
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Diagnosing and Predicting the Earth’s Health via Ecological Network Analysis by Zi-Ke Zhang, Ye Sun, Chu-Xu Zhang, Kuan Fang, Xiang Xu, Chuang Liu, Xueqi Wang, Kui Zhang

“…Finally, we integrate the topological property and the proposed health index to identify the influential nodes in the observed ecological network. Experimental results show that the oceans are the key nodes in affecting the Earth’s health, and Big countries are also important nodes in influencing the Earth’s health. …”
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Application of Internet of Things in the Health Sector: Toward Minimizing Energy Consumption by Mohammed Moutaib, Tarik Ahajjam, Mohammed Fattah, Yousef Farhaoui, Badraddine Aghoutane, Moulhime El Bekkali

“…The distance between nodes is one of the factors influencing energy consumption. …”
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Consensus Filtering Algorithm with Incomplete Measurements by Yungang Wu, Zhenmin Tang

“…Then through utilizing the data of neighbor nodes to update the local estimates, estimates in the networks can reach dynamic average consensus. …”
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Implementing a Wide-Area Network and Low Power Solution Using Long-Range Wide-Area Network Technology by Floarea Pitu, Nicoleta Cristina Gaitan

“…The end nodes integrate advanced sensors for temperature, humidity, and pressure, ensuring accurate data collection.…”
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The Microbiota Determines Susceptibility to Experimental Autoimmune Uveoretinitis by Jarmila Heissigerova, Petra Seidler Stangova, Aneta Klimova, Petra Svozilkova, Tomas Hrncir, Renata Stepankova, Miloslav Kverka, Helena Tlaskalova-Hogenova, John V. Forrester

“…GF mice also had reduced numbers of IFN-γ and IL-17-producing T cells and increased numbers of regulatory T cells in the eye-draining lymph nodes. These data suggest that the presence of microbiota during autoantigen recognition regulates the inflammatory response by influencing the adaptive immune response.…”
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Remote Industrial Sensor Network Monitoring Using M2M Based Ethical Sniffers by Syed Muhammad Asad Zaidi, Jieun Jung, Minsoo Kang, Byunghun Song, Ki-Hyung Kim

“…Although recent wireless systems for industrial automation such as ISA100.11a employ device management protocols, these protocols generate and report a large amount of status information from individual sensor nodes. Also, these protocols do not capture influences on network performance from external sources such as malicious nodes or interference from other networks. …”
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Comparing Project-Based Collaborative Networks for BIM Implementation in Public and Private Sectors: A Longitudinal Study in Hong Kong by Yixuan Tang, Guangbin Wang, Heng Li, Dongping Cao, Xiaoying Li

“…Through characterizing the “centered” nodes individually, the results also reveal that local owner organizations generally play more active roles in PUCN, while local design and construction organizations generally play more actively in PRCN. …”
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Feature-Aware Cooperative Relaying for Multiflow Wireless Sensor Networks by Ming Tao, Huaqiang Yuan, Wenhong Wei, Chao Qu

“…Addressing the energy efficiency in data-centric and application-oriented wireless sensor networks is an eternal theme, and in the practical scenarios deployed multiple flows, often a serious problem of collisions among multiple paths caused by the fierce network resource competition directly influences the whole network performance. To address this issue, in terms of the delay sensitivity imposed on the deployed flows, a feature-aware cooperative relay selection scheme is developed by comprehensively taking both the routing selection and contention avoidance into account, in which the concept of abstract domain is introduced to extend the covered relay nodes. …”
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