Exploring the Impact of Streets’ Syntactic Properties on the Urban Functions and Land Use: Insights from Spatial Network Analysis by Aya Furat Alobaydi, Dhirgham Alobaydi, Sally Fakhri Abdullah

“…In this research, a multi-method approach is used, incorporating GIS, space syntax analysis, statistical correlations, and site observations, to systematically analyze the syntactic properties of the street network in Old Rusafa. The examination was conducted within a 400m radius of Old Rusafa's historic urban fabric to analyze the syntactic processes that govern the city’s functionality and accessibility despite the multiple morphological changes that have happened in the area. …”
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Cortical Surface Spatial Analysis Reveals Altered Brain Functional Network Topology in T2DM With Mild Cognitive Impairment by YanJun fan, Jing Tian, XiaoMei Yu, Chen Yang, HuiYan Zhang, Jian Tan, YiWei Zhao, Jing Wei, Gang Huang, JiangPing Liu, LianPing Zhao

“…However, the specific alternations in T2DM with MCI (T2DM‐MCI)‐related brain functional networks (BFN) remain unclear. Therefore, the present study aimed to investigate the alterations in the topological properties of BFN in T2DM patients with and without MCI, utilizing a cortical surface‐based graph theory analysis of resting‐state functional magnetic resonance imaging data. …”
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Text-related functionality and dynamics of visual human pre-frontal activations revealed through neural network convergence by Adva Shoham, Rotem Broday-Dvir, Itay Yaron, Galit Yovel, Rafael Malach

“…Abstract Human prefrontal areas show enhanced activations when individuals are presented with images, under diverse task conditions. However, the functional role of these increased activations remains a deeply debated question. …”
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Multi-Fidelity Surrogate Modeling via Hierarchical Kriging With Infinite-Width Bayesian Neural Network Correlation Function by Youwei He, Jiangshuo Cui

“…To mitigate the curse of dimensionality of HK for high-dimensional problems, an infinite-width Bayesian neural network correlation function is developed and incorporated to the HK model. …”
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Adaptive sliding mode fault-tolerant control of UAV systems based on radial basis function neural networks by Dehua Zhang, Lei Meng, Yao Hao, Ruixue Xia

“…To improve system resilience and achieve swift recovery without depending on fault detection, a passive Fault-Tolerant Control (FTC) approach is developed, combining Sliding Mode Control (SMC) with Radial Basis Function (RBF) neural networks. The RBF network, utilizing its robust approximation abilities, is applied to dynamically estimate system uncertainties, thereby alleviating the chattering issue typical of traditional SMC and minimizing its negative effects on system reliability and operation. …”
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Neural Correlates of Flight Acceleration in Pigeons: Gamma-Band Activity and Local Functional Network Dynamics in the AId Region by Suchen Li, Zhuo Tang, Mengmeng Li, Lifang Yang, Zhigang Shang

“…In parallel, local functional network analysis showed that the clustering coefficient of gamma-band activity in the AId followed a nonlinear, U-shaped relationship with flight acceleration—exhibiting the strongest and most widespread connectivity during deceleration, moderate connectivity during acceleration, and the weakest network coupling during steady flight. …”
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Disrupted functional connectivity between visual and emotional networks in psychosis risk syndromes through representational similarity analysis by Xi Ruan, Lang Zhang, Mingjun Duan, Dezhong Yao, Dezhong Yao, Cheng Luo, Cheng Luo, Cheng Luo, Hui He

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Network modeling identifies molecular functions targeted by miR-204 to suppress head and neck tumor metastasis. by Younghee Lee, Xinan Yang, Yong Huang, Hanli Fan, Qingbei Zhang, Youngfei Wu, Jianrong Li, Rifat Hasina, Chao Cheng, Mark W Lingen, Mark B Gerstein, Ralph R Weichselbaum, H Rosie Xing, Yves A Lussier

“…Consequently, biological studies have yet to identify, on a genome scale, key regulatory networks perturbed by altered microRNA functions in the context of cancer. …”
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The Use of Neural Networks in Distance Education Technologies for the Identification of Students by O. A. Kozlova, A. A. Protasova

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Analysis of CYP701A1 genes in gossypium species and functional characterization through gene silencing by Zhao Liang, Di Jiachun, Guo Qi, Xu Zhenzhen, Zhao Jun, Xu Peng, Xu Jianwen, Liu Jianguang, Shen Xinlian, Chen Xusheng

“…The study provided insights into the function and regulatory network of the gene.…”
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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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Non-invasive bio-electromagnetic monitoring of cerebrovascular function: a novel conductivity reactivity index (CRx) for optimal cerebral perfusion pressure in acute brain injury m... by Jia Xu, Haochen Li, Feng Wang, Lian Yan, Gui Jin, Mingsheng Chen, Gen Li, Mingxin Qin

“…A cerebrovascular function monitoring platform was constructed with this sensor, a vector network analyzer, a LabVIEW software platform, and a physiological signal acquisition device to record the MIPS and arterial blood pressure (ABP). …”
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Comparative efficacy of neuroprotective agents for improving neurological function and prognosis in acute ischemic stroke: a network meta-analysis by Yuchen Wang, Yuchen Wang, Mengqi Li, Mengqi Li, Yuye Jiang, Yuye Jiang, Qiuhong Ji

“…This study utilized a network meta-analysis (NMA) to systematically compare the efficacy of neuroprotective agents in improving neurological function and prognosis in stroke patients.MethodsThis study adhered to PRISMA guidelines and the Cochrane Handbook for systematic reviews. …”
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Multi-frequency EEG and multi-functional connectivity graph convolutional network based detection method of patients with Alzheimer’s disease by Yujian Liu, Libing An, Haiqiang Yang, Shuzhi Sam Ge

“…The method conducts multi-frequency analysis of power spectral density (PSD) features across five EEG frequency bands (Delta, Theta, Alpha, Beta, Gamma) and constructs two functional connectivity networks based on mutual information and Pearson correlation coefficients. …”
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Constructing an Ecological Spatial Network Optimization Framework from the Pattern–Process–Function Perspective: A Case Study in Wuhan by An Tong, Yan Zhou, Tao Chen, Zihan Qu

“…Under the continuous disturbance of ecosystems driven by urbanization, landscape fragmentation and the disruption of ecological processes and functions are key challenges in optimizing ecological networks (EN). …”
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Comparative Efficacy of <i>Antrodia cinnamomea</i> on Liver Function Biomarkers in Mice and Rats: A Network Meta-Analysis by Chien-Liang Kuo, Berne Ting, Ray Jui-Hung Tseng, Shih-Ping Liu, Jun-Yang Liou

“…This study systematically evaluates the hepatoprotective effects of different types and doses of <i>Antrodia cinnamomea</i> extracts (triterpenoids, polysaccharides, and ubiquinone derivatives) on liver function biomarkers, including alanine aminotransferase (ALT), aspartate aminotransferase (AST), malondialdehyde (MDA), and tumor necrosis factor-alpha (TNF-α), using a network meta-analysis (NMA) approach. …”
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Sport-specific impacts of ball games on adolescent brain function: a network meta-analysis of executive cognitive tasks by Yang Wang, Zixuan Luo, Tongyan Zhang, Muyan Zhang, Leonid Kapilevich, Jiale Wang

“…Methods A systematic review and network meta-analysis were conducted following searches in PubMed, Embase, Cochrane Library, and Web of Science for studies published between January 2000 and March 2025. …”
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Study on resting-state functional connectivity characteristics under hypnosis using functional near-infrared spectroscopy by Zhisong Zhang, Zhisong Zhang, Wanqiu Tan, Yuhong Ma, Min Zheng, Yuan Zhang, Jiaming Wei, Jiaming Wei, Yaozu Wang, Zhimeng Li, Zhifei Li, Roger C. Ho, Roger C. Ho

“…However, the mechanisms by which hypnosis influences brain activity and functional network connectivity remain unclear. This study employed functional near-infrared spectroscopy (fNIRS) to investigate resting-state functional connectivity (rsFC) under hypnosis.MethodsTwenty-six healthy college students participated in the study. …”
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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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