CME Velocity Field Calculation Model Based on an Unsupervised Transformer Optical Flow Network by Qingyang Chen, Hong Lin, Zhenping Qiang, Hui Liu, Kaifan Ji, Zhenhong Shang

“…To address this problem, we propose an unsupervised multiscale optical flow network based on Vision Transformer, named UTFlowNet. …”
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Exploring the effect and mechanism of fucoidan on liver cancer depending on network pharmacology and experimental verification by Xinghua Li, Xinghua Li, Chengyu Yang, Liwei Wang, Ihsan Ullah, Xinyue Liu, Chunqi Feng, Qi Liu

“…ObjectiveThis research investigates the anti-liver cancer mechanisms of fucoidan by integrating network pharmacology analysis, molecular docking, and in vitro validation.MethodsPotential targets of fucoidan were first predicted using the SwissTargetPrediction platform. …”
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Deciphering the anticoccidial mechanism of Qinghao Changshan formula through network pharmacology and molecular docking by Dong Tian, Hui Fu, Hongxia Tao, Miaolan Li, Qinghua Zhang, Weidong Deng

“…Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were conducted to explore relevant biological functions and pathways. …”
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Functional Connectivity in Chronic Schizophrenia: An EEG Resting‐State Study with Corrected Imaginary Phase‐Locking by Christophe Domingos, Wiktor Więcławski, Sandra Frycz, Maja Wojcik, Martin Jáni, Olga Dudzińska, Przemysław Adamczyk, Tomas Ros

“…This method, which is less prone to volume conduction effects, provides a more reliable estimate of sensor‐space functional network connectivity in schizophrenia. …”
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Altered resting-state cerebellar-cerebral functional connectivity in patients with end-stage renal disease by Jie Fang, Yingying Miao, Fan Zou, Yarui Liu, Jiangle Zuo, Xiangming Qi, Haibao Wang

“…However, no studies on cerebellar-cerebral functional connectivity (FC) have been conducted in ESRD patients. …”
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Light-regulated voltage-gated potassium channels for acute interrogation of channel function in neurons and behavior. by Henry H Jerng, Jay M Patel, Tamor A Khan, Benjamin R Arenkiel, Paul J Pfaffinger

“…Even though Kv channels have been intensely studied for over 70 year, surprisingly little is known about how specific channels expressed in various neurons and their functional properties impact neuronal network activity and behavior in vivo. …”
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Aspartate beta-hydroxylase is a prognostic factor in gallbladder cancer with the function of promoting tumorigenesis and chemoresistance by Luo Yuan, Huang Yunpeng, Li Xiong, Yu Wen, Wang Yongxiang

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Effect of Wendan decoction granules on preventing endolymphatic hydrops and protecting vestibular function in Guinea pigs by Jingjing Xia, Tiancheng Xie, Jinli Liu, Weikang Cheng, Longyan Liao, Ming Chen, Haibing Hua, Xiaobing Hou

“…Cytoscape was used to construct the TCM-compound-target-disease network and the disease-target pathway network for visual representation. …”
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The structural and functional brain alternations in tobacco use disorder: a systematic review and meta-analysis by Longyao Ma, Longyao Ma, Qiuying Tao, Qiuying Tao, Jinghan Dang, Jinghan Dang, Jieping Sun, Jieping Sun, Xiaoyu Niu, Xiaoyu Niu, Mengzhe Zhang, Mengzhe Zhang, Yimeng Kang, Yimeng Kang, Weijian Wang, Weijian Wang, Jingliang Cheng, Jingliang Cheng, Yong Zhang, Yong Zhang

“…For VBM analysis, individuals with TUD showed decreased gray matter volume (GMV) in the left superior temporal gyrus, right superior frontal gyrus, right anterior cingulate/paracingulate gyrus, left superior frontal gyrus, and right anterior thalamic region and increased GMV in the right lingual gyrus.ConclusionThis meta-analysis illustrates structural and functional abnormalities of the default mode network, executive control network, and salience network in individuals with TUD. …”
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A technique of algorithms construction for solving a correlation clustering problem by Ellada I. Ibragimova, Daria V. Semenova, Aleksandr A. Soldatenko

“…We propose a construction method for network structure based algorithms (NS-algorithms), aimed at solving the correlation clustering problem (CCP) specifically for signed networks. …”
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Prediction of new candidate proteins and analysis of sub-modules and protein hubs associated with seed development in rice (Oryza sativa) using an ensemble network-based systems bi... by M. R. P. De Silva, J. W. J. K. Weeraman, S. Piyatissa, P. C. Fernando

“…With the aim of unraveling the protein interaction landscape associated with rice seed development, this systems biology study conducted a PPI network-based analysis. Using a list of known seed development proteins from the Gene Ontology (GO) knowledgebase and literature, novel candidate proteins for seed development were predicted using an ensemble of network-based algorithms, including Majority Voting, Hishigaki Algorithm, Functional Flow, and Random Walk with Restart, which were selected based on their popularity and usability. …”
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Predictors of poor psychological functioning of healthcare workers based in Greece during the COVID-19 pandemic by Basant K. Puri, Anastasia Miari, Maria Theodoratou

“…Third, to determine the degree to which any predictors of poor psychological functioning were associated with each other. # Methods A questionnaire-based cross-sectional study was conducted of 144 healthcare workers in Patras, Greece, during the COVID-19 pandemic. …”
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Influence of Bilberry Pomace Powder Addition on the Physicochemical, Functional, Rheological, and Sensory Properties of Stirred Yogurt by Ana Maria Blejan, Violeta Nour, Alexandru Radu Corbu, Georgiana Gabriela Codină

“…The present study was conducted to develop a novel functional yogurt by adding bilberry pomace powder (BPP) at 0.5%, 1.0%, and 1.5% (<i>w</i>/<i>w</i>) levels in stirred-type yogurt production to confer color and to increase the dietary fiber and polyphenol content. …”
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Associations between malnutrition and physical performance, sarcopenia, and frailty in older adults by Hélio José Coelho-Júnior, Alejandro Álvarez-Bustos, Andrea Russo, Leocadio Rodriguez-Mañas, Francesco Landi, Emanuele Marzetti

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In silico identification and functional annotation of universal stress protein (USP) gene family in Chenopodium quinoa by Hajira Imran, Alvina Gul, Rehan Zafar Paracha, Rabia Amir, Faiza Munir, Muhammad Faraz Bhatti

“…To the best of our knowledge this the first detailed study conducted on the identification and interaction network of USP gene family in quinoa.…”
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Compositional and functional gut microbiota alterations in mild cognitive impairment: links to Alzheimer’s disease pathology by Kang-Chen Fan, Chen-Ching Lin, Yen-Ling Chiu, Seong-Ho Koh, Yi-Chien Liu, Yi-Fang Chuang

“…Shotgun metagenomic sequencing was conducted with taxonomic profiling using MetaPhlAn4. …”
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Taxonomic hierarchical loss function for enhanced crop and weed phenotyping in multi-task semantic segmentation by Artzai Picon, Daniel Mugica, Itziar Eguskiza, Arantza Bereciartua-Perez, Javier Romero, Carlos Javier Jimenez, Christian Klukas, Laura Gomez-Zamanillo, Till Eggers, Ramon Navarra-Mestre

“…We validated this loss function using a multi-task semantic segmentation neural network to simultaneously detect plant species and quantify the damage of each species. …”
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Enhancing Ion Transport in Polymer Electrolytes by Regulating Solvation Structure via Hydrogen Bond Networks by Yuqing Gao, Yankui Mo, Shengguang Qi, Mianrui Li, Tongmei Ma, Li Du

“…Herein, we demonstrate a molecular design strategy to overcome these limitations by regulating the Li⁺ solvation structure through the synergistic interplay of conventional Lewis acid–base coordination and engineered hydrogen bond (H–bond) networks, achieved by incorporating specific H–bond donor functionalities (N,N′–methylenebis(acrylamide), MBA) into the polymer architecture. …”
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A Distributional Robust Distribution Network Reconfiguration Method Based on Compressed Switch Candidate Set by Haocheng DU, Shilong LI, Yuntao JU, Jinqi ZHANG

“…The first stage took the minimization of active network loss of the system as the objective function and used the optimal matching loop flow method to compress the switch candidate set; the second stage took the minimization of the sum of the power purchase cost and the switch action cost as the objective function, constructed the chance constraints on the capacity limits of the power point, and adopted a Wasserstein ball-based distributional robust method to deal with the uncertainty of distributed generation. …”
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Integrating proteomics and network pharmacology to explore the relevant mechanism of Huangkui capsule in the treatment of chronic glomerulonephritis by Chang Qing Wen, Chang Qing Wen, Jia Zou, Jia Xuan Li, Fu Jiang Wang, Hai Tao Ge

“…Proteomic profiling of renal tissue was conducted, and network pharmacology analysis was applied to identify potential therapeutic targets of HKC.ResultsA total of 39 active compounds were identified in HKC. …”
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