Exploring the impact of APOE ɛ4 on functional connectivity in Alzheimer’s disease across cognitive impairment levels by Kangli Dong, Wei Liang, Ting Hou, Zhijie Lu, Yixuan Hao, Chenrui Li, Yue Qiu, Nan Kong, Yan Cheng, Yaqi Wen, Wanyin Ma, Wenbin Zheng, Jitian Guan, Yan Lin, Kai Huang, Lu Zhang, Siya Chen, Xiangyuan Ma, Renhua Wu, Naili Wei

“…Studies have shown that APOE ɛ4 mediates the modulation of intrinsic functional brain networks in cognitively normal individuals and significantly disrupts the whole-brain topological structure in AD patients. …”
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A psychodiagnostic tool for the structural assessment of the social network in patients with schizophrenia: validity and psychometric properties by A. G. Sofronov, A. E. Dobrovolskaya, A. V. Trusova, I. A. Getmanenko, A. N. Gvozdetckii

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Molecular mechanisms explaining sex-specific functional connectivity changes in chronic insomnia disorder by Liyong Yu, Zhifu Shen, Wei Wei, Zeyang Dou, Yucai Luo, Daijie Hu, Wenting Lin, Guangli Zhao, Xiaojuan Hong, Siyi Yu

“…Abstract Background This study investigates the hypothesis that chronic insomnia disorder (CID) is characterized by sex-specific changes in resting-state functional connectivity (rsFC), with certain molecular mechanisms potentially influencing CID's pathophysiology by altering rsFC in relevant networks. …”
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Spartina alterniflora Ecosystem Stability: Insights Into the Interplay Between Soil Bacteria and Their Functional Traits by Xue Mo, Zhenming Zhang, Yinglong Chen, Shijun Zhou, Yi Li, Siqi Zhao, Shiqiang Zhao, Xuanming Chen, Bo Wu, Mingxiang Zhang

“…Subsequently, we analyzed environmental and bacterial changes between the two sites and constructed co‐occurrence networks among taxonomic groups and functional traits. …”
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Research on the Sensitivity Enhancement Method of Inductive Conductivity Sensors Based on Impedance Matching by Yang Li, Rongxing Yu, Zhiqiang Liu, Yujie Gao, Chengxu Tang, Qiao Li, Chao Yuan

“…This paper presents the design and performance evaluation of an inductive conductivity sensor with a double tuning impedance matching network to enhance sensitivity and improve linearity. …”
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Analysis and comparison of community garden indicators using network analysis process (ANP) by Ramin Alivand, Omid Noori, Hadi Veisi, Reza Deihimfard

“…By creating a community garden, in addition to continuing to maintain the gardens, can also benefit from the services and functions of these gardens. In this research using Network analysis and ranking of indicators and their relationships in the decision-making process.Material and methods: This research was conducted in Karaj city, based on different criteria and according to the opinion of framework experts to develop Community gardens Provide multi-function and multi-service. to reach this goal, used from the model provided for the services and functions of the community garden which has eight economic, political, social, cultural, ecological, environmental, educational and health dimensions, And with 125 components. …”
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Synthesis and Characterization of Reduced Graphene Using Vitamin C for Conductive Electrode Applications by Zeng Feihu, SyYi Sim, Wang Zhiwen, Lai Mingrui

“…Structural characterization and conductivity assessments of both GO and rGO were conducted using powder X-ray diffraction (XRD), Fourier-transform infrared (FTIR) spectroscopy, scanning electron microscopy (SEM), Brunauer-Emmett-Teller (BET) surface area analysis, and a four-probe conductivity tester. …”
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Intelligent forecasting model for aquatic production based on artificial neural network by Junqiao Hu, Jingyu Yin, Chaohui Yang, Yanxi Zhou, Changqing Li, Changqing Li

“…In this study, four neural network models, namely Back Propagation (BP) neural network, BP neural networks optimized by Genetic Algorithms (GA-BP), Long Short-Term Memory neural networks (LSTM), and Radial Basis Function neural networks (RBF), are developed and compared to predict aquatic production in Zhanjiang City, China. …”
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Association between social frailty and quality of life in older patients with chronic heart failure: sequential multiple mediating effects of family insufficiency and social networ... by Junting Huang, Xiaobo Liu, Duolao Wang, Xiaorong Luan, Wanxia Yao

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National occupational safety and health systems: Exploring the underlying networks for future sustainable development by Gaia Vitrano, Guido J.L. Micheli

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Enhanced Reward Function Design for Source Term Estimation Based on Deep Reinforcement Learning by Junhee Lee, Hongro Jang, Minkyu Park, Hyondong Oh

“…This study investigates the design of reward functions for deep reinforcement learning-based source term estimation (STE). …”
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Analysis of communities and groups in social networks as a significant factor of influence on cryptocurrency rates by Olena Gavrilenko, Mykhailo Myagkyi

“…The ranking of social networks was carried out by the value of the value function of alternatives, calculated using the linear convolution method. …”
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THE ROLE OF COMMUNICATION NETWORKS IN THE ORGANISATION OF MATERIAL AND TECHNICAL SUPPORT FOR CONSTRUCTION ENTERPRISES by T. K. Abdullaeva, P. A. Aliyeva

“…The expediency of disclosing the role of communication networks in construction is due to the fact that the level of development of communication links at the enterprises where the studies were conducted is low and lacks consistency. …”
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Comparative efficacy and safety of febuxostat and allopurinol in chronic kidney disease stage 3–5 patients with asymptomatic hyperuricemia: a network meta-analysis by Jiaojiao Chen, Yanyun Zhang, Yinglin Wang, Lu Chen

“…Objective This study evaluates and compares the effectiveness and safety of febuxostat and allopurinol in chronic kidney disease (CKD) stages 3–5 patients with asymptomatic hyperuricemia using a network meta-analysis.Methods A systematic review and network meta-analysis were conducted, adhering to PRISMA-NMA guidelines. …”
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Exploring dopant‐enhanced ionic conductivity of AgCl‐doped Li7P3S11 solid electrolytes: Integrating synchrotron Rietveld analysis, DFT, and ANN‐based molecular dynamics approaches... by Yong‐Seok Choi, Youngin Lee, Hyuna Ahn, Jiwon Jeong, Kyung Yoon Chung, David O. Scanlon, Jae‐Chul Lee

“…Synthesis and electrochemical characterizations show that the 0.2 M AgCl‐doped LPS (Li6.8P3Ag0.1S10.9Cl0.1) exhibited an over 80% improvement in ionic conductivity compared with the undoped LPS. The atomic‐level structures responsible for the enhanced conductivity were generated by a set of experiment and simulation techniques: synchrotron X‐ray diffractometry, Rietveld refinement, density functional theory, and artificial neural network‐based molecular dynamics simulations. …”
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Weibull Statistic and Artificial Neural Network Analysis of the Mechanical Performances of Fibers from the Flower Agave Plant for Eco-Friendly Green Composites by Imen Lalaymia, Ahmed Belaadi, Messaouda Boumaaza, Hassan Alshahrani, Mohammad K. A. Khan, Amar Dib

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Deciphering the dynamic expression network of fiber elongation and the functional role of the GhTUB5 gene for fiber length in cotton based on an introgression population of upland... by Jianjiang Ma, Liupeng Yang, Yuanyue Dang, Kashif Shahzad, Jikun Song, Bing Jia, Li Wang, Juanjuan Feng, Nuohan Wang, Wenfeng Pei, Man Wu, Xuexian Zhang, Jinfa Zhang, Jianyong Wu, Jiwen Yu

“…However, the dynamic gene regulatory network of FL-related genes has not been characterized, and the functional mechanism through which the hub gene GhTUB5 mediates fiber elongation has yet to be determined. …”
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EA Improves the Motor Function in Rats with Spinal Cord Injury by Inhibiting Signal Transduction of Semaphorin3A and Upregulating of the Peripheral Nerve Networks by Rong Hu, Haipeng Xu, Yaheng Jiang, Yi Chen, Kelin He, Lei Wu, XiaoMei Shao, Ruijie Ma

“…When we knocked down the expression of Sema3A at the damage site, NRP1 also downregulated, importantly, PNNs concentration decreased, and tenascin-R (TN-R) and aggrecan were also reduced, while the Basso-Beattie-Bresnahan (BBB) motor function score dramatically increased. In addition, when conducting EA stimulation on Jiaji (EX-B2) acupoints, the highly upregulated Sema3A and NRP1 were reversed post-SCI, which can lessen the accumulation of PNNs around the central tube of the spinal cord gray matter, and simultaneously promote the recovery of motor function in rats. …”
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Resting-state brain network analysis and applied evaluation of global developmental delay in preterm infants: A functional near-infrared spectroscopic study by Hengye Huang, Karol Kexin Sun, Dan Wu, Chuncao Zhang, Yanyan Huo, Yuan Tian, Guangjun Yu

“…Diagnostic models were assessed using the area under the curve (AUC) from receiver operating characteristic curves. Brain network analysis revealed significantly worse left-sided functional connectivity in GDD preterm infants. …”
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Efficacy and safety of electrical stimulation for functional impairment and pain in patients with rheumatoid arthritis: a protocol for systematic review and network meta-analysis o... by Wenqiang Li, Zhichao Liao, Xinzhe Tan, Yichang Liu, Gengjian Wang, Dongyan Wang

“…This study aims to analyse the efficacy (health assessment questionnaire, visual analogue scale, etc), safety (adverse reactions) of electrical stimulation for functional impairment (morning stiffness and decreased muscle strength) and pain (joint tenderness and swelling) of RA, and to explore their comparative advantages and potential benefits for patients.Methods We will conduct a systematic and comprehensive search of eight databases, and the search will proceed from the beginning to 5 September 2024. …”
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