Circulating CHI3L1 autoantibodies serve as a diagnostic biomarker in patients with obstructive sleep apnea by Jimin Hao, Yutong Zhao, Zhi Wang, Yulin Wang, Chunling Zhao, Yifei Fang, Liping Dai, Songyun Ouyang

“…Enzyme-linked immunosorbent assay (ELISA) was used to measure CHI3L1-Ab levels, and clinical factors were analyzed to assess their relationship with CHI3L1-Ab expression. …”
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Analysis of risk factors affecting the prognosis of external fixation in the treatment of unstable pelvic fractures in children: a retrospective study of 96 patients by Hanwen Zhang, Ronghao Zhao, Danjiang Zhu, Wei Feng, Baojian Song, Qiang Wang

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Correlation between Traditional Chinese Medicine Constitution and Blood Lipid Metabolism in Children: Based on the Shanghai Child and Adolescent Health Cohort by CHENG Lu, QIN Cun, BAI Pinqing, WANG Jianying, REN Yaping, HU Xiaojuan, ZHANG Baojun, ZHANG Lei, ZHOU Yixin

“…Multivariate Logistic regression analysis, after excluding demographic factors such as gender and age, showed that elevated HDL-C in children was a contributing factor to the occurrence of balanced constitution (OR=1.624, 95%CI=1.258-2.097, P<0.001), and deficiency-heat constitution (OR=0.654, 95%CI=0.499-0.858, P=0.002) . …”
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Analysis of the expression levels and diagnostic value of serum tumor necrosis factor-like weak inducer of apoptosis and vasohibin-1 in children with purpura nephritis by Hou Xiao-feng, Chen Bin

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Attitude-Predictive Control of Large-Diameter Shield Tunneling: PCA-SVR Machine Learning Algorithm Application in a Case Study of the Zhuhai Xingye Express Tunnel by Hui Li, Yijun Tan, Decheng Zeng, Dong Su, Shiye Qiao

“…Specifically, a principal component analysis–support vector regression (PCA-SVR) hybrid model was constructed, based on principal component analysis. …”
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Spatial Pattern and Driving Mechanisms of Settlements in the Agro-Pastoral Ecotone of Northern China: A Case Study of Eastern Inner Mongolia by Ziqi Zhang, Xiaotong Wu, Song Chen, Lyuyuan Jia, Qianhui Wang, Zhiqing Zhang, Mingzhe Li, Ruofei Jia, Qing Lin

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Determinants of Government Expenditures in the Baltic States by Milena Filipova, Antonina Djakona, Volodymyr Haram

“…This study aims to examine the key determinants of government expenditures in the Baltic States and to assess the predictive capacity of macroeconomic indicators using regression-based modelling. The research is based on data from 1998 to 2023 and utilizes Pearson correlation analysis, simple and multiple linear regressions, and regression-based forecasting. …”
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Enhanced precision in prostate surgery: determining key factors for rectal positive surgical margins through integrated imaging and clinical data analysis by Yufan Wu, Yufan Wu, Fei Liu, Shiyu Ma, Guodong Jing, Qiwei Yu, Linya Yao, Chengwei Shao, Weiguo Chen, Xingbo Wang

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A Continuous Music Recommendation Method Considering Emotional Change by Se In Baek, Yong Kyu Lee

“…Based on Thayer’s emotion model, emotions were classified into four areas, and music and user emotion vectors were created by analyzing the relationships between valence, arousal, and each emotion using a multiple regression model. …”
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Evaluation of the acute respiratory infections surveillance system and associated factors: a cross-sectional study, Brazil, 2009-2021 by Gustavo Cezar Wagner Leandro, Laiz Mangini Cicchelero, Miyoko Massago, Daiane Glaucia de Oliveira, Dayse Mara Bortoli, Roberth Steven Gutiérrez Murillo, Marcos Augusto Moraes Arcoverde, Luciano de Andrade, Oscar Kenji Nihei

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Efficacy and prognostic factors of anti-VEGF treatment for neovascular age-related macular degeneration: An OCTA imaging-based deep learning analysis by Shengnan Liu, Yuanyuan Liu, Xiaohan Wu, Haochen Wang, Ziqi Jin, Peiru Wang, Jinyu Feng, Song Chen, Wei Zhou

“…There were statistical differences in the association between the base line Vdisp of DVC (b = 0.07, t = 2.50, P = 0.014), base line intraretinal fluid (IRF) (b = 0.17, t = 2.02, P = 0.045) and base line BCVA, shown with multiple linear regression analysis. Conclusion: This study analyzed factors affecting treatment response. …”
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The Weight of Socioeconomic Factors in Mexican Households’ Consumption Adjustments Along the Business Cycle: A Comparative Analysis of the 1994 and 2008–2010 Crises by Marisol López-Romero, Stephanie Sophia Alva-Ruiz, José Alejandro Roque-Jiménez

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Arterial stiffness as a factor of structural and functional cardiac remodeling in obesity by M. A. Druzhilov, T. Yu. Kuznetsova

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Analysis of the Influencing Factors of Tumor Volume, Body Immunity, and Poor Prognosis after 125I Particle Therapy for Differentiated Thyroid Cancer by Liling Tan, Zhijun Chen, Wenjun Wang, Yu Su, Zhen Wu, Ling Yi, Zhipeng Zheng

“…The changes in the condition of patients were closely observed, and the occurrence of adverse reactions in the two groups were compared. The risk factors influencing the efficacy of 125I particle therapy for differentiated TC were analyzed through multivariate logistic regression analysis. …”
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A Pilot Study on Diabetes Distress, Insulin Growth Factor-I, Insulin-Like Growth Factor Binding Protein-3, and HbA1c in Diabetic Patients by Tahiruddin Tahiruddin, Diah Indriastuti, Syahrul Syahrul, Andi Masyitha Irwan, Satriya Pranata

“…Serum levels of IGF-I and IGFBP-3 were measured using the ELISA (Enzyme-Linked Immunosorbent Assay) kit method. The data were analyzed using regression analysis. Results: Most respondents had moderate distress, with a DDS score of 53.4%, a high IGF-I level of 76.7%, and a low IGFBP-3 level of 76.7%. …”
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Household physical activity contributions to total physical activity and its associations with cardiometabolic risk factors: a Brazilian adult population analysis by Luciana L. S. Barboza, Mario R. Azevedo, Danilo R. Silva, Luiz G. Grossi Porto

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Analysis of Complications and Risk Factors Other than Bleeding before and after Endoscopic Treatment of Esophagogastric Variceal Bleeding in Patients with Liver Cirrhosis by Xiaowei Duan, Xing He, Hezhong Yan, Haiqing Li, Jiaoxue Wang, Shicun Guo, Zhengwei Zha, Qianqian Zhang, Yuchuan Bai, Jiayi Zhang, Jun Tang, Derun Kong

“…Patients were screened for potential risk factors of COTB before and after the treatment. Univariate analysis was performed to identify clinical factors of secondary complications, and statistically significant factors were included in the multivariate Cox and logistic regression analyses. …”
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Analysis of the Contextual Factors Influencing the Expansion of Construction Violations with an Emphasis on the Role and Position of Key Urban Stakeholders (Case Study: Isfahan Met... by Ahmad Shahivandi, Afsaneh Talebi Varnosfaderani

“…The information was analyzed through Confirmatory Factor Analysis (CFA) using Structural Equation Modeling (SEM) in SPSS and Amos Graphics software. …”
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Clinical and genetic risk factors for asthma exacerbations and mortality in adults by Liliya A. Mukhtarova, Yulia Yu. Fedorova, Aleksandra S. Karunas, Darya S. Prokofyeva, Alfia Kh. Nurgalieva, Elza K. Khusnutdinova, Shamil Z. Zagidullin

“…Conclusion — As a result of regression analysis, significant clinical and prognostic risk factors for re-exacerbation and death from BA were identified.…”
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Supporting youths in global crises: an analysis of risk and resources factors for multiple health complaints in children and adolescents during the COVID-19 pandemic by Karoline Habermann, Ann-Kathrin Napp, Franziska Reiß, Anne Kaman, Michael Erhart, Michael Erhart, Ulrike Ravens-Sieberer

“…We conducted a mixed model panel regression analysis to examine longitudinal changes in MHC and identified sociodemographic, psychosocial, and pandemic-related risk factors and resources.ResultsOur results revealed increased MHC throughout the COVID-19 pandemic. …”
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