Geomagnetically Induced Current Model Validation From New Zealand's South Island by T. Divett, D. H. Mac Manus, G. S. Richardson, C. D. Beggan, C. J. Rodger, M. Ingham, E. Clarke, A. W. P. Thomson, M. Dalzell, Y. Obana

“…Abstract Geomagnetically induced currents (GICs) during a space weather event have previously caused transformer damage in New Zealand. …”
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Optimization of electrical stimulation for the treatment of lower limb dysfunction after stroke: A systematic review and Bayesian network meta-analysis of randomized controlled tri... by Yu Fang, Jiang Li, Shanyu Liu, Yan Wang, Jiaming Li, Dongdong Yang, Qiaoling Wang

“…Then, they assessed the risk of bias. Pairwise meta-analysis and Bayesian network meta-analysis were conducted to estimate the effectiveness and ranking of the five electrical stimulation methods.…”
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AWGE-ESPCA: An edge sparse PCA model based on adaptive noise elimination regularization and weighted gene network for Hermetia illucens genomic data analysis. by Rui Miao, Hao-Yang Yu, Bing-Jie Zhong, Hong-Xia Sun, Qiang Xia

“…There are three major challenges in the current studies of Hermetia illucens genomic data analysis: firstly, the lack of available genomic data which limits researchers in Hermetia illucens genomic data analysis. …”
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Is the risk of HIV acquisition increased during and immediately after pregnancy? A secondary analysis of pooled HIV community-based studies from the ALPHA network. by Milly Marston, Marie Louise Newell, Amelia Crampin, Tom Lutalo, Richard Musoke, Simon Gregson, Constance Nyamukapa, Jessica Nakiyingi-Miiro, Mark Urassa, Raphael Isingo, Basia Zaba

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Comparison of all-cause mortality with different blood glucose control strategies in patients with diabetes in the ICU: a network meta-analysis of randomized controlled trials by Xi Li, Jiahao Meng, Xingui Dai, Pan Liu, Yumei Wu, Shuhao Wang, Heng Yin, Shuguang Gao

“…This study aimed to compare the effects of strict glucose control, intermediate strict glucose control, liberal glucose control, and very liberal glucose control on reducing all-cause mortality in ICU patients with diabetes through a network meta-analysis. Methods We conducted a search in PubMed, Cochrane Library, Embase, and Web of Science for randomized controlled trials comparing different glucose control strategies in ICU patients with diabetes up to October 1, 2024. …”
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Pyramidal attention-based T network for brain tumor classification: a comprehensive analysis of transfer learning approaches for clinically reliable and reliable AI hybrid approach... by Tathagat Banerjee, Prachi Chhabra, Manoj Kumar, Abhay Kumar, Kumar Abhishek, Mohd. Asif Shah

“…To capture more prominent spatial-temporal patterns, we investigated hybrid networks, including NASNet with ANN, CNN, LSTM, and CNN-LSTM variants. …”
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3-D fracture network reconstruction and quantitative fractal analysis of subsurface rock fractures via integrated CT scanning and box-counting dimension methodology by Hongjian Wu, Xiangwei Kong, Xing Chen, Dianwei Guan

“…These innovations collectively advance fracture network analysis from qualitative description to true multi-parameter predictive modeling, addressing critical gaps in current practice.…”
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Mobile health (mHealth) technologies for fall prevention among older adults in low-middle income countries: bibliometrics, network analysis and integrative review by Michael Joseph Dino, Michael Joseph Dino, Ladda Thiamwong, Rui Xie, Ma. Kristina Malacas, Rommel Hernandez, Patrick Tracy Balbin, Joseph Carlo Vital, Jenica Ana Rivero, Jenica Ana Rivero, Vivien Wu Xi

“…Unfortunately, publications on their application to Low-Middle Income Countries (LMIC) settings have not been collectively examined.MethodsA triadic research design involving bibliometrics, network analysis, and model-based integrative review was conducted to process articles (n = 22) from 629 publications extracted from major databases using keywords related to mHealth, falls prevention, and LMIC. …”
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Adjuvants and rebound pain following peripheral nerve block in adult surgical patients: a systematic review and network meta-analysis of randomized controlled trials by Xiaodan Yang, Bin Su, Yupei Chen, Jianjun Yang, He Huang, Bing Chen, Pain Group of the Chinese Society of Anesthesiology

“…The primary outcome measured was the incidence of rebound pain. A network meta-analysis was performed using a frequentist approach. …”
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Comparison of neoadjuvant treatment and surgery first for resectable or borderline resectable pancreatic carcinoma: A systematic review and network meta-analysis of randomized cont... by Lu Huan, Fucai Yu, Ding Cao, Hantao Zhou, Maoling Qin, Yang Cao

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Current state of 137Cs contamination of cow milk in the northern regions of Ukraine by S. E. Levchuk, M. M. Lazarev, V. V. Pavliuchenko

“…Monitoring network, which was created at the Institute, is covering the most critical settlements of Zhytomyr, Rivne and Volyn regions. …”
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The pharmacodynamics-based prophylactic benefits of GLP-1 receptor agonists and SGLT2 inhibitors on neurodegenerative diseases: evidence from a network meta-analysis by Ping-Tao Tseng, Bing-Yan Zeng, Chih-Wei Hsu, Chao-Ming Hung, Andre F. Carvalho, Brendon Stubbs, Yen-Wen Chen, Tien-Yu Chen, Wei-Te Lei, Jiann-Jy Chen, Kuan-Pin Su, Yow-Ling Shiue, Chih-Sung Liang

“…While clinical trials have explored their therapeutic potential in established neurodegenerative conditions, their role in disease prevention remains unclear. We conducted a network meta-analysis (NMA) to comprehensively evaluate the prophylactic benefits of these agents across multiple neurodegenerative diseases and identify the most promising preventive strategies. …”
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Explore autophagy-related lncRNA-miRNA-mRNA ceRNA networks for diagnosis of early-onset schizophrenia through transcriptome analysis by Wei Hu, Wei Hu, Xinzhe Du, Xinzhe Du, Xinxia Wang, Xinxia Wang, Kexin Zhang, Kexin Zhang, Junxia Li, Junxia Li, Yao Gao, Yao Gao, Ting An, Hong Zhang, Yu Zhang, Zhiyong Ren, Yong Xu, Yong Xu, Yong Xu, Sha Liu, Sha Liu

“…BackgroundThe severe functional impairment and poor prognosis of early-onset schizophrenia (EOS) create a great need to identify effective biomarkers for early diagnosis in young psychiatric patients. Current research indicates a potential link between loss of autophagy function and emotional and behavioral abnormalities in individuals with psychiatric disorders.Materials and MethodsThis study aimed to explore diagnostic autophagy-related endogenous competitive RNA (ceRNA) networks for EOS patients. …”
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Mapping the Conceptual Structure of University–Industry Knowledge Transfer: A Co-Word Analysis by Vladimir Alfonso Ballesteros-Ballesteros, Rodrigo Arturo Zárate-Torres

“…This study aims to map the conceptual structure of university–industry knowledge transfer (UIKT) research from 1980 to 2023 by employing co-word analysis and social network analysis based on data retrieved from the Scopus database. …”
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Enhancement of EPR Effect for Passive Tumor Targeting: Current Status and Future Perspectives by Ioanna-Aglaia Vagena, Christina Malapani, Maria-Anna Gatou, Nefeli Lagopati, Evangelia A. Pavlatou

“…Unlike other reviews, this work emphasizes the dynamic interaction between the tumor microenvironment and the vascular network, which remains underexplored in the current literature. …”
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Research of current distribution by phases in asynchronous electric motor with a combined winding by K. V. Martynov, L. A. Panteleeva, D. A. Vasiliev, E. V. Dresvyannikova

“…Therefore, the main purpose of the work under analysis is to study the distribution of currents between the phases of the «star» and «delta» in the asynchronous motor with a combined winding.METHODS. …”
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Comparative analysis of single-board computers for the development of a microarchitectural computing system for fire detection by D. A. Paulenka

“…The methods of comparative and benchmarking analysis are performed in accordance with the terms of reference to the current project.Results. …”
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Analysis of sub-health status and related factors in medical students in the Chinese Mainland from the perspective of health ecology by Yifan Jiang, Xuan Wang, Min Zhang, Zhiyong Xu, Yibo Wu, Liang Chen

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Censoring Sensitivity Analysis for Benchmarking Survival Machine Learning Methods by János Báskay, Tamás Mezei, Péter Banczerowski, Anna Horváth, Tamás Joó, Péter Pollner

“…Five models were evaluated: Cox proportional hazards, survival tree, random survival forest, gradient-boosted survival analysis, and mixture density networks. The framework systematically reduced observation periods and increased censoring rates while measuring performance through multiple metrics following Bayesian hyperparameter optimization. (3) Results: Model performance showed greater sensitivity to increased censoring rates than to reduced observation periods. …”
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Mission Re-Planning of Reusable Launch Vehicles Under Throttling Fault in the Recovery Flight Based on Controllable Set Analysis and a Deep Neural Network by Keshu Li, Wanqing Zhang, Han Yuan, Jing Zhou, Ying Ma

“…Besides, a deep neural network (DNN) is constructed to enhance the computational efficiency of the CS analysis, thereby meeting the requirements for online applications. …”
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