Mitigating Selection Bias in Recommendation Systems Through Sentiment Analysis and Dynamic Debiasing by Fan Zhang, Wenjie Luo, Xiudan Yang

“…On this basis, we propose a dynamic selection debiased recommendation method based on sentiment analysis. This paper demonstrates how the three approaches—sentiment analysis for data sparsity, combinatorial functions for dataset optimization, and time-dynamic modeling with inverse propensity weighting—can effectively mitigate selection bias. …”
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A network perspective on cognition in individuals with Parkinson's disease by Daniel Scharfenberg, Elke Kalbe, Monika Balzer‐Geldsetzer, Daniela Berg, Rüdiger Hilker‐Roggendorf, Jan Kassubek, Inga Liepelt‐Scarfone, Brit Mollenhauer, Kathrin Reetz, Oliver Riedel, Sandra Roeske, Jörg B. Schulz, Alexander Storch, Claudia Trenkwalder, Karsten Witt, Hans‐Ulrich Wittchen, Richard Dodel, Anja Ophey

“…Redundancy was reduced based on Unique Variable Analysis (UVA) before re‐performing EGA. CHI data (N = 60,398) served as a conceptual replication base. …”
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Research on Micro-Vibration Analysis of Segmented Telescope Based on Opto-Mechanical Integration by Kangmin Wen, Lingjie Wang, Xuefeng Zeng, Yang Liu, Wenyan Li, Lianqiang Wang, Wei Sha, Di Zhou

“…Evaluating the effect of micro-vibration on the imaging quality of the system in terms of the peak ratio of the point spread function. When the exposure time was 2 s, the ratio maximum values of 0.4628 and 0.6207 were reached for the X-axis and Y-axis, respectively. …”
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Kinematic analysis of gait in children with rigid flatfoot before and after surgical treatment by Iskandar Yu. Khodjanov, Xasanali I. Umarov, Sherali K. Khakimov, Anvar G. Mirzaev

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Analysis of Pulsed Laser Target Echo Characteristics in Non-Uniform Smoke Environments by Chenyoushi Xu, Ruihua Zhang, Zhen Zheng, Bingting Zha, Weiping Cao, He Zhang

“…The accuracy of the proposed model is verified by comparing the simulation results with the experimental data. Overall, this study provides a theoretical foundation for target identification and detection in smoky environments for laser fuze applications and the analysis of laser detection characteristics in smoky environments.…”
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Efficacy of transversus abdominis plane block for gastric surgery: a meta-analysis by Hao Zhang, Hong Pan, Xiaodong Chen

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Treatment approaches for idiopathic retroperitoneal fibrosis: a systematic review with meta-analysis by Annik Steimer, Mike O. Becker

“…The lack of homogeneous data prevented a subgroup analysis for the primary outcome “improvement in renal function.” …”
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Opportunities for Public Participation Influence on the Russian Waste Management Reform: Statistical Analysis by D. K. Tinyakov

“…The article is devoted to the analysis of the opportunities for civic participation to influence the results of policy processes in hybrid regimes on the example of the modern Russian waste management reform. …”
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Bioinformatics analysis of circular RNAs associated with atrial fibrillation and their evaluation as predictive biomarkers by Manman Wang, Yuanyuan Chen, Weiwei Yang, Xiangting Li, Genli Liu, Xin Wang, Shuai Liu, Ge Gao, Fanhua Meng, Feifei Kong, Dandan Sun, Wei Qin, Bo Dong, Jinguo Zhang

“…In this study, we performed bioinformatics analysis of circRNA sequencing data to identify AF-related circRNAs. …”
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Daily sodium intake and constipation in US adult males: an uncommon negative association revealed by national health and nutrition examination survey data from the United States (2... by Xue-Feng Peng, Hua Yang, Wen-Xing Chen, Miao Yu, Deng-Chao Wang

“…Conclusions This study demonstrates a negative association between daily sodium intake and constipation risk among adult males, suggesting that sodium intake might influence intestinal function.…”
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Global trends and frontiers in iNKT cells: a bibliometric and visualized analysis by Dan Zhang, Dan Zhang, Jun Lu, Jun Lu

“…We then used the visualization tools CiteSpace and VOSviewer to conduct a bibliometric analysis of the retrieved data.ResultsWe identified 2,579 relevant publications authored by 12,108 individuals from 2,218 institutions across 70 countries. …”
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Barcoded Hybrids of Extracellular Vesicles and Lipid Nanoparticles for Multiplexed Analysis of Tissue Distribution by Alena Ivanova, Renata Chalupska, Ana Filipa Louro, Mike Firth, Hernán González‐King Garibotti, Leif Hultin, Franziska Kohl, Elisa Lázaro‐Ibáñez, Julia Lindgren, Gentian Musa, Erik Oude Blenke, Andreia M. Silva, Louis Szeponik, Agnes Taylor, Ida Viken, Xiaoqin Wang, Karin Jennbacken, John Wiseman, Niek Dekker

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Integrative analysis of exosomal ncRNAs and their regulatory networks in liver cancer progression by Farzin Mirzaei-nasab, Ahmad Majd, Yousef Seyedena, Nazanin Hosseinkhan, Najma Farahani, Mehrdad Hashemi

“…We integrated RNA sequencing data gathered from both tissue samples and exosomes. …”
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Transcriptome Analysis Reveals the Requirement of the TGFβ Pathway in Ascidian Tail Regression by Wenjie Shi, Penghui Liu, Dongyu Yang, Yuan Zhuang, Boyan Lin, Bo Dong

“…We further investigated the downstream gene network of the TGFβ signaling pathway through comparative transcriptome data analysis on the TGFβ pathway inhibition samples. …”
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Whole-Transcriptome Analysis Reveals the Regulatory Network of Immune Response in Dapulian Pig by Tao Wang, Zhe Tian, Mubin Yu, Shuer Zhang, Min Zhang, Xiangwei Zhai, Wei Shen, Junjie Wang

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Identification of WRKY gene family and analysis of drought stress expression in Poncirus polyandra by ZHANG Shanshan, RUAN Sunmei, YANG Wenzhong

“…The purpose of this study is to analyse the function of WRKY genes and screen out the genes with potential drought resistances in P. polyandra. …”
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Exploring the association between systemic lupus erythematosus and osteonecrosis by Mendelian randomization analysis by Baochuang Qi, Jinglin Zhao, Chen Meng, Pengfei Bu, Lu Qiao Pu, Wanqiu Zhao, Chuan Li, Yongqing Xu

“…The Cochrane Q-test, MR-Egger interception, MR-multidirectional residual and outlier methods, entrance/exit analysis and funnel plot were applied for sensitivity analysis. …”
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Flip-chip package solder-underfill reliability using finite element analysis by Niño Rigo Emil G. Lim, Aristotle T. Ubando, Jeremias A. Gonzaga

“…In this study, a finite element analysis model of the solder-underfill layers of a flip-chip package was developed and validated by statistical comparison of the warpage and stress from experimental data and theoretical calculations of composite deformation and stress. …”
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Application of artificial intelligence in echocardiography from 2009 to 2024: a bibliometric analysis by Yangli Liu, Lei Zhao, Bin Tu, Jie Wang, Yaqun He, Rufang Jiang, Xiaofeng Wu, Wen Wen, Jian Liu

“…The objective of this study is to explore the current status and prevailing research trends in this field from 2009 to 2024 through bibliometric analysis and to forecast future developmental trajectories.MethodsWe selected the Science Citation Index Expanded (SCI-Expanded) from the Web of Science Core Collection (WOSCC) as our primary data source and conducted a comprehensive search encompassing all articles and reviews published between 2009 and 2024 and used the online analysis platform of bibliometrics, CiteSpace and VOSviewer software to analyze countries/regions, institutions, authors, keywords, and references, used Microsoft Excel 2021 to visualize the trends of the number of articles published by year.ResultsBetween 2009 and 2024, a total of 3,411 publications on AI applications in echocardiography were identified, including 3,000 articles (87.9%) and 411 reviews (12.1%), contributed by researchers from 100 countries/regions. …”
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Evaluation of the effect of ecological restoration in mineral resource cities and analysis of driving factors by Anya Zhong, Yulong Gen, Zhen Wang, Chunming Hu

“…In this study, the Remote Sensing Ecological Distance Index (RSEDI) was developed based on the Google Earth Engine (GEE) platform, employing data from the Landsat series. Five indicators—greenness, humidity, dryness, heat, and black particulates—were selected and integrated using the distance function method. …”
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