EVOLUTION OF WIRELESS (CELLULAR) COMMUNICATION NETWORKS by L. F. Chernogor, M. B. Shevelev

“…The data transfer rate can increase by many orders of magnitude, surpassing the capabilities of current networks. An urgent research priority involves assessing the potential growth rates of wireless communication network resources. …”
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Network lifetime improvement in wireless sensor networks using energy-efficient bat-moth flame optimization technique by S. Anslam Sibi, L. Sherly Puspha Annabel

“…When compared to current techniques, the results show a noteworthy 11–16% increase in network longevity. …”
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Topological Data Analysis and Graph-Based Learning for Multimodal Recommendation by Khalil Bachiri, Ali Yahyaouy, Maria Malek, Nicoleta Rogovschi

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Comparative antidepressant effects and safety of intravenous racemic ketamine, psilocybin and theta burst stimulation for major depressive disorder: A systematic review and network... by Itsuki Terao, Wakako Kodama

“…The number of included studies is limited, especially for psilocybin, and therefore the current findings are preliminary, necessitating further accumulation of direct‐comparison RCTs.…”
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Temperature Analysis of Secondary Plate of Linear Induction Motor on Maglev Train Under Periodic Running Condition and Its Optimization by Wenxiao Wu, Yunfeng He, Jien Ma, Qinfen Lu, Lin Qiu, Youtong Fang

“…Furthermore, the conductivity of plate varies significantly in the process, which affects the losses and thrust, requiring a coupled analysis. To investigate the temperature variation patterns, this paper proposes a coupled model integrating the lumped parameter thermal network (LPTN) and the equivalent circuit (EC) of the SLIM. …”
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The interaction network and potential clinical effectiveness of dimensional psychopathology phenotyping based on EMR: a Bayesian network approach by Jianqing Qiu, Ting Zhu, Ke Qin, Wei Zhang

“…SCZ demonstrated the highest scores in Cognitive Systems (CS) (5.8, p < 0.001) and Social Processes Systems (SPS) (4.6, p < 0.001). Through Bayesian network (BN) analysis, we identified relatively consistent interaction relationships among various RDoC domains (NVS → AS, NVS → CS, NVS → PVS, as well as CS → SPS; parameter range = 0.156 to 0.635, p < 0.001). …”
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Neuromodulation Interventions for Language Deficits in Alzheimer’s Disease: Update on Current Practice and Future Developments by Fei Chen, Yuyan Nie, Chen Kuang

“…The analysis identified 580 authors across 65 journals, with an average of 34.82 citations per article. …”
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Fault Diagnosis Method for Transformer Winding Based on the Load Normalized Lissajous Graphical Analysis of Leakage Magnetic Field by Bowen ZHANG, Jian FENG, Bowen WANG, Feiran YANG, Yitong XING

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Artificial Intelligence in Patch Testing: Comprehensive Review of Current Applications and Future Prospects in Dermatology by Hilary S Tang, Joseph Ebriani, Matthew J Yan, Shannon Wongvibulsin, Mehdi Farshchian

“…Most studies employed convolutional neural networks (CNN) for image analysis, with accuracy rates ranging from 90.1% to 99.5%. …”
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CURRENT STATE AND PROBLEMS OF MODERNIZATION OF ECOLOGICAL FRAMEWORK OF REGIONS OF THE STEPPE ZONE OF EUROPEAN RUSSIA by A. A. Chibilyov (jr.), A. A. Chibilyov

“…The aim of the study is to assess the current state of the elements of the naturalecological framework of the steppe regions of European Russia and the peculiarities of its spatial distribution.Discussion. …”
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Global research progress and trends in traditional Chinese medicine for chronic kidney disease since the 21st century: a bibliometric analysis by Heyong Wang, Heyong Wang, Jun Wang, Yang Chen, Dianxing Yang, Lanyue Xiong

“…The prevalent keywords include “chronic kidney disease,” “TCM,” and “oxidative stress.” Currently, the prominent areas of research interest include network pharmacology, gut microbiota, oxidative stress, and related topics. …”
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Water Accounting and Productivity Analysis to Improve Water Savings of Nile River Basin, East Africa: From Accountability to Sustainability. by Hirwa, Hubert, Zhang, Qiuying, Li, Fadong, Qiao, Yunfeng, Measho, Simon, Muhirwa, Fabien, Xu, Ning, Tian, Chao, Cheng, Hefa, Chen, Gang, Ngwijabagabo, Hyacinthe

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Lightweight Interpretable Deep Learning Model for Nutrient Analysis in Mobile Health Applications by Zvinodashe Revesai, Okuthe P. Kogeda

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Fatigue as a central bridge: temporal dynamics between problematic smartphone use and depressive symptoms in Chinese adolescents by An’an Hu, Yan Zhang, Jiaxing Sun, Xiubin Wang, Misaki N Natsuaki, Nengzhi Jiang

“…To address this gap, the current study employed cross-lagged panel network analysis to investigate the temporal relationships between specific symptoms of PSU and depressive symptoms over time. …”
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Introduction of LPIN1 as a potential diagnostic and prognostic biomarker for gastric cancer via integrative bioinformatics analysis of a competing endogenous RNA network and experi... by Milad Daneshmand-Parsa, Parvaneh Nikpour

“…The current study aimed to construct and analyze a three-component ceRNA network in GC and experimentally validate a ceRNA.Materials and Methods: A comprehensive analysis was conducted on the RNA-seq and miRNA-seq data of The Cancer Genome Atlas (TCGA) stomach adenocarcinoma (STAD) dataset to identify differentially-expressed mRNAs (DEMs), pseudogenes (DEPs), and miRNAs (DEMis). …”
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Impact of integrating type-1 distributed generation on distribution network using modified genetic algorithm and voltage stability index: a technical and cost–benefit analysis appr... by Olakunle Elijah Olabode, Daniel Oluwaseun Akinyele, Titus Oluwasuji Ajewole, Samuel Okeolu Omogoye, Akeem Abimbola Raji

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ImmuProgML: machine learning-based dissection of cancer-immune dynamics during tumor progression to improve immunotherapy by Hanxiao Zhou, Lan Mei, Qianyi Lu, Yakun Zhang, Yue Sun, Caiyu Zhang, Han Jiang, Jiajun Zhou, Xia Li, Yunpeng Zhang, Shangwei Ning

“…Methods We developed ImmuProgML framework by integrating multi-omics data and dynamic network biomarker (DNB) analysis to identify key pathways and critical stages in cancer progression, tested in melanoma and non-small cell lung cancer (NSCLC). …”
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Building capacity and equity in implementation science: evaluation of a national mentored training program by Ross C. Brownson, Shelly J. Kannuthurai, Rebekah R. Jacob, Leopoldo J. Cabassa, Gloria D. Coronado, Geoffrey M. Curran, Karen M. Emmons, Russell E. Glasgow, Alison B. Hamilton, Thomas K. Houston, Lisa M. Klesges, Shiriki K. Kumanyika, Robert Schnoll, Rachel C. Shelton, Rachel G. Tabak, Debra Haire-Joshu

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Comparative efficacy and acceptability of non-invasive neuromodulation technologies and botulinum toxin injections for post-stroke spasticity and motor function: a network meta-ana... by Jiapeng Huang, Chuncha Bao, Yin Chen, Wenyi Zhu, Kexin Zhang, Chunlong Liu, Chunzhi Tang

“…We aimed to assess the comparative efficacy and acceptability of non-invasive neuromodulation technologies and BoNT for post-stroke spasticity and motor function. Methods: In this network meta-analysis, Cochrane Library, EMBASE, MEDLINE, Web of Science, Scopus, CNKI, and Wan Fang Data were searched from the earliest records to 8 October 2024. …”
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Quality-assured treatment in certified cancer center networks in upper Franconia, Germany: a population-centered retrospective cohort analysis based on data of the Bavarian cancer... by Martin Emmert, Ingrid Gorodiscan, Andrea Thater, Doris Buchner, Alexander Kiani, Jacqueline Müller-Nordhorn, Stefan Rohrbacher

“…This study sought to (1) determine the percentage of all primary tumors that might potentially have been treated in certified cancer networks and (2) assess the development and current state of quality-assured cancer care for all cancer patients from a locally defined region in Upper Franconia, Germany. …”
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