Outcomes of Induction of Labor at a Cottage Hospital in the Nigerian Niger Delta Region by Aduloju et al.

“…Data were analyzed using SPSS and logistic regression done for determinants of successful IOL. …”

Knowledge, attitude, practice towards COVID-19 pandemic and its prevalence among hospital visitors at Ataye district hospital, Northeast Ethiopia. by Daniel Gebretsadik, Nuru Ahmed, Edosa Kebede, Saba Gebremicheal, Melaku Ashagrie Belete, Metadel Adane

“…From the multivariable analysis, variables with a P-value <0.05 was declared as associated factors.…”
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Development and Evaluation of a Predictive Tool for Second-Pregnancy Preterm Birth and Cervical Insufficiency in Patients With a History of Cervical Insufficiency by Xin Liu, Junhong Jiang, Yan Wang

“…Methods: Patients diagnosed with cervical insufficiency during their first pregnancy were included and categorized according to whether they experienced preterm birth during their second pregnancy. Lasso regression was used for feature selection, followed by logistic regression (LR) and eXtreme Gradient Boosting (XGBoost) models to analyze the factors influencing the two outcomes. …”
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Pet caregiver burden in South Korea: key influences and the implications for veterinarians by Seola Joo, Hyomin Park, Myung-Sun Chun

“…Statistical analyses, including regression analysis, were conducted using SPSS version 26. …”
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A Multi-Algorithm Machine Learning Model for Predicting the Risk of Preterm Birth in Patients with Early-Onset Preeclampsia by Xu Y, Zu Y, Zhang Y, Liang Z, Xu X, Yan J

“…Univariate analysis, random forest importance assessment, lasso regression combined with multivariate regression analysis were used for feature evaluation. …”
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The Relationship Between Quality of Work Life, Job Satisfaction and Burnout in Iranian Occupational Therapists by Amirhossein Dalvand, Samaneh Heidari, Mohammad Kamali, Malahat Akbarfahimi

“…Data were collected using standard questionnaires and analyzed using Pearson’s correlation tests and multiple linear regression analysis. …”
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Prediction of the long-term risk of adverse cardiovascular events after an episode of acute coronary syndrome in patients with type 2 diabetes by E. A. Nikitina, I. S. Meletev, O. V. Soloviev, E. N. Chicherina

“…To process the model, a ROC analysis was performed.Results. Independent factors associated with ACE for 12 months in T2D patients after an ACS were established: MI of moderate severity (D.M. …”
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Prognostic value of atrial fibrillation in patients with heart failure and different left ventricular ejection fraction: results of the multicenter RIF-CHF register by I. V. Zhirov, N. V. Safronova, Yu. F. Osmolovskaya, S. N. Тereschenko

“…Patients with HFpEF had lower risk to achieve the composite endpoint (stroke+MI+cardiovascular death) as compared to patients with HFmrEF and HFrEF (12,7% vs 22% and 25,5%, p&lt;0,001). Regression logistic analysis revealed that factors such as demographic characteristics, disease severity, and selected therapy had different effects on the risk of unfavorable outcomes depending on ejection fraction group.Conclusion. …”
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A cross-sectional study investigating the association between parental daily brushing, extended breastfeeding, or parental smoking habit and early childhood dental caries in 4-year... by Yuichiro Miura, Tomohisa Suzuki, Keita Kanamori, Masahiro Tsuchiya, Chiharu Ota, The Japan Environment and Children’s Study (JECS) Group

“…The logistic regression analysis revealed that occasional parental brushing (adjusted odds ratio (aOR) 1.33, 95% confidence interval (95% CI) 1.27–1.39) was associated with significantly increased odds for ECC when compared to routine parental brushing. …”
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Association between serum osmolality and chronic kidney disease prevalence: Evidence from NHANES 1999–2018 by Lin Mei, Jian Qin, Xia Liu, Miao Yu

“…The association between serum osmolality levels and CKD prevalence was evaluated using multivariable logistic regression models and restricted cubic spline (RCS) analysis to explore both linear and nonlinear relationships. …”
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The Effect of Leverage, Profitability and Capital Intensity on Tax Aggressiveness in the Technology Sector by Agnes Dewi Septiani, Ginatun Ilmah, Tika Septiani

“…The methodology of this study is quantitative and involves conducting multiple linear regression analysis. The sample comprises 11 companies from the technology industry, chosen using purposive sampling. …”
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Knowledge, Attitudes, and Practices of Healthcare Professionals Toward Internet-Based Hypertension Management: A Cross-Sectional Study by Zhang Y, Zhang Q, Ren Q, Wang Y, Wang J, Wu Y, Shang M, Zhou Y, Liu R, Li X, Wang Z, Wang F, Yuan F

“…Multivariate logistic regression revealed professional title and participation in hypertension management teams as key factors influencing knowledge and practice. …”
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Revolutionizing oncology care: pioneering AI models to foresee pneumonia-related mortality by Qunzhe Ding, Yi Zhang, Zihao Zhang, Peijie Huang, Rui Tian, Zhigang Zhou, Ruilan Wang, Yun Xie

“…Cox regression analysis was used to ascertain the prognostic factors for patients with cancer. …”
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Gene mutation in cancer patients with diabetes: a real-world retrospective cohort study by Lei Yang, Yang Li, TingTing Zeng, Meiling Long, Yating Li, Hongmei Yue, DePeng Jiang

“…All participants underwent next-generation sequencing (NGS) to detect tumor mutation genes (including point mutations, insertion, deletion, inversion, and duplication) and had their clinical characteristics evaluated. Linear regression analysis and Spearman correlation analysis were carried out to evaluate the association between DM and tumor gene mutations. …”
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Predictive Value of Adenoviral Load for Bronchial Mucus Plugs Formation in Children with Adenovirus Pneumonia by Li Peng, Silan Liu, Tian Xie, Yu Li, Zhuojie Yang, Yongqi Chen, Liangji Deng, Han Huang, Xiaofang Ding, Min Chen, Lin Lin, Sangzi Wei, Lili Zhong

“…The clinical information and treatment proposals of the two groups of children were counted and analyzed via multiple logistic regression analysis, ROC curve analysis, and correlation analysis. …”
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Racial and socioeconomic disparities in long term survival after surgery and radiation for spinal cord hemangioblastoma by Abdul Karim Ghaith, Xinlan Yang, Joshua Weinberg, Shaan Bhandarkar, Taha Khalilullah, Abdel-Hameed Al-Mistarehi, Khaled Zaitoun, Meghana Bhimreddy, Arjun K. Menta, Antony Fuleihan, Kamel Chebaro, Jawad Khalifeh, Andrew Grossbach, Nicholas Theodore, Daniel Lubelski

“…The best-performing model was interpreted using SHAP analysis. A total of 716 adult patients with spinal cord hemangioblastoma were analyzed, with the majority being White (83.7%), followed by Black (12.3%) and Asian (4%). …”
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Tendency to migrate among Iranian nurses by Abolfazl Raeyat Mohtashami, Ali Keshavarzi, Mohsen Bayati

“…The data were collected using a researcher-designed questionnaire. The data were analyzed using t-tests, ANOVA, correlation analysis and ordinal logistic regression through STATA v.17. …”
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The Adherence to High-Intensity Interval Training Among Obese Women with Early-Stage Knee Osteoarthritis: A Retrospective Cohort Study in India by M. Saravanan, Arunachalam Ramachandran, Anandhan Duraisamy, Rajkumar Krishnan Vasanthy

“…Purpose. This study aimed to analyze adherence to High-Intensity Interval Training (HIIT) among patients with early-stage knee osteoarthritis (OAK) and identify factors influencing adherence. …”
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All-cause hospital admissions and incidence of type 2 diabetes among adolescents in Kazakhstan by Kuralay Atageldiyeva, Dmitriy Syssoyev, Kamilla Mussina, Dimitri Poddighe, Abduzhappar Gaipov, Dinara Galiyeva

“…Baseline demographic characteristics, incidence rates, and associated comorbidities and complications were analyzed. For the analysis of all-cause hospitalization rates, Cox regression modeling was used to assess the risk factors associated with hospitalizations, including demographic parameters and the presence of complications. …”
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The Relationship Between Team Size, Location, and Performance in Preclinical Medical Education Active Learning by Ashley M. Tuin, Thomas Schechter, Kenneth A.D. Palattao, Cassandra Hays, Kenneth L. Kramer, Cassie A. Eno

“…Regression analysis was conducted to determine the explanatory and predictive power of group size and location on individual and team TBL performance and exam performance. …”
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