Low Lymphocyte-to-Monocyte Ratio as a Possible Predictor of an Unfavourable Clinical Outcome in Patients with Acute Ischemic Stroke after Mechanical Thrombectomy by Katarína Pinčáková, Georgi Krastev, Jozef Haring, Miroslav Mako, Viktória Mikulášková, Vladimír Bošák

“…Stepwise multivariate logistic regression analysis was used to detect an independent predictor of the unfavourable clinical outcome. …”
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ADDED VALUES OF SOCIAL CRM: THE EXAMINATION OF CUSTOMER PERSPECTIVE by Amila Pilav-Velic, Anes Hrnjić, Ljubica Milanović Glavan, Azra Hanić

“…The most important characteristics of SCRM were examined using factor analysis and logistic regression in order to explore how respondents’ gender and variables with highest weight from each factor relate to customers’ choice of social media-based interaction. …”
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Epidemiology and Risk Factors for Orthostatic Hypotension and Its Severity in Residents Aged > 60 years: A Cross-Sectional Study by Mingni Yang, Ruiqiang Peng, Zetuo Wang, Miaoduan Li, Yehua Song, Jianping Niu, Yong Ji

“…Ordinal logistic regression analysis further confirmed that hypertension, migraine, and a history of general anesthesia surgery were independently associated with the severity of OH. …”
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Visceral Adipose Tissue Indices Independently Correlated with Obstructive Sleep Apnea in Patients with Type 2 Diabetes by Caiyu Zheng, Xuanling Zheng, Xiaoyan Lin, Jiawen Ye, Ziqing Xu, Huixian Hu, Wengui Wang, Caoxin Huang, Jianqing Tian, Changqin Liu

“…Body fat percentage (BFP) and visceral adipose tissue area (VAT area) were collected from a whole body scan using dual-energy X-ray absorptiometry (DXA). Multivariate logistic regression analysis was performed to explore the associations of AHI with BFP, VAT area, and CVAI. …”
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Development and internal validation of a metabolism-related model for predicting 30-day mortality in neonatal sepsis by Xiangwen Tu, Junkun Chen, Wen Liu

“…Neonatal sepsis cases were divided into survival and non-survival groups. Multivariate logistic regression analysis was used to identify the independent risk factors for 30-day mortality. …”
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Risk factors of postoperative complications of gastrointestinal tumor in elderly patients by Huiqiu Liang, Yan Luo

“…[Methods] A total of 242 elderly patients undergoing elective gastrointestinal tumor surgery from January 2016 to January 2017 were selected for retrospective analysis, and preoperative general conditions, preoperative complications, preoperative laboratory tests and other examination indicators, surgical and anesthesia-related factors were collected.Univariate and multivariate logistic regression analysis were used to statistically analyze the influencing factors of postoperative complications. …”
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Association of domain-specific physical activity with nocturia: a population-based study by Yangtao Jia, Rui Shen, Xinke Dong, Fangzheng Yang, Libin Zhou, Huimin Long

“…Multivariable logistic regression analysis revealed a significant negative correlation between PA, LTPA, and nocturia. …”
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ROUNDS Studies: Relation of OUtcomes with Nutrition Despite Severity—Round One: Ultrasound Muscle Measurements in Critically Ill Adult Patients by Carlos Alfredo Galindo Martín, Reyna del Carmen Ubeda Zelaya, Enrique Monares Zepeda, Octavio Augusto Lescas Méndez

“…Analysis was made comparing survivors versus nonsurvivors and finally using binary logistic regression with mortality as dependent variable. …”
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Development and validation of a frailty risk model for patients with mild cognitive impairment by Yuyu Cui, Zhening Xu, Zhaoshu Cui, Yuanyuan Guo, Peiwei Wu, Xiaoyan Zhou

“…The least absolute shrinkage and selection operator (LASSO) and multivariable logistic regression model were used to identify independent predictors and establish a nomogram to predict the occurrence of frailty. …”
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Association of red blood cell distribution width–coefficient of variation with cranial ultrasound abnormalities in neonatal hyperbilirubinemia: a retrospective cross-sectional stud... by Hongjuan Wei, Xin Chang, Jin Wang

“…Multivariate logistic regression analysis adjusted for risk factors revealed that a one-percent increase in RDW-CV increased the risk of CUAs by 23.0%. …”
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Association between magnesium depletion score and prostate cancer by Hongyang Gong, Xiaomei Lin, Shaoqun Huang

“…Subgroup analysis, restricted cubic splines (RCS), and multivariable logistic regression were employed to examine the association between MDS and the prevalence of PCa. …”
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Risk factors for ischemic osteonecrosis of the femoral head after internal fixation with multiple cannulated screws for Pauwels type III femoral neck fracture by Yang Shuo

“…Based on their clinical data and the incidence of ONFH, they were divided into two groups: the group with ischemic ONFH occurrence (n = 30) and the ischemic ONFH non-occurrence group (n = 182). Logistic regression analysis was conducted to analyze the risk factors for postoperative ischemic ONFH. …”
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Study on the Nomogram Model Based on Dual-energy Computed Tomography for Predicting Lymph Node Metastasis in Papillary Thyroid Carcinoma by Bo GAO, Jingbin ZHANG, Huizhi MI, Haiqiao SUN, Xiaohui LI, Jiaxing WU, Kexin ZHANG, Shaotong WANG, Xuan SU, Xinyue CUI

“…Univariate and multivariate logistic regression analyses identified independent risk factors for lymph node metastasis that were incorporated into the nomogram. …”
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The application of machine learning approaches to classify and predict fertility rate in Ethiopia  by Ewunate Assaye Kassaw, Biruk Beletew Abate, Bekele Mulat Enyew, Ashenafi Kibret Sendekie

“…The best ML models to classify and predict fertility rates were random forest, one-dimensional convolutional neural network, logistic regression, and gradient boost classifier. …”
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Modeling for Prediction of Mortality Based on past Medical History in Hospitalized COVID-19 Patients: A Secondary Analysis by Seyyed Amir Yasin Ahmadi, Yeganeh Karimi, Arash Abdollahi, Ali Kabir

“…PMHx was extracted from the registered ICD-10 codes. Stepwise logistic regression was used to predict mortality by PMHx and background covariates such as intensive care unit (ICU) admission. …”
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Drivers’ Yielding Behavior in Different Pedestrian Crossing Configurations: A Field Survey by Francesco Bella, Chiara Ferrante

“…Data were used to study the driver yielding behavior, to analyze how it is affected by vehicle dynamic constraints, and to identify the significant explanatory variables of a logistic regression model for predicting the drivers’ likelihood of yielding the pedestrian on the different crossing configurations. …”
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Schizophrenia spectrum disorders in India: A population-based study by Prakyath Ravindranath Hegde, Lakshmi P. Nirisha, Chethan Basavarajappa, Satish Suhas, Channaveerachari Naveen Kumar, Vivek Benegal, Girish N. Rao, Mathew Varghese, Gopalkrishna Gururaj, NMHS National Collaborators Group

“…A substantial treatment gap of 72% existed for current cases, rising to 83.3% in urban non-metro areas. The penalized logistic regression revealed that the age group category of 30–49 years, unemployed status, and lower education level had higher odds of association with schizophrenia spectrum disorders. …”
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Exploring burn first aid knowledge and water lavage practices in Uganda: A cross-sectional study. by Brian Kasagga, Joseph Baruch Baluku, Felix Bongomin, Derrick Kasozi, Eria Muwanguzi, Mercy Namazzi, Yusuf Sadiq, Rose Alenyo, Edris Wamala Kalanzi, Darius Balumuka, Alex Emmanuel Elobu

“…BFA knowledge was evaluated using 13 questions, with a ≥80% score considered adequate. Logistic regression was used to assess for associations.…”
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The attitudes of physicians toward nurse prescribing rights: a cross-sectional study by Yu Wu, Jian Liu, Lovel Fornah, Zeping Yan, Lijun Meng, Shicai Wu

“…We used the mean±standard deviation, frequencies and percentages to describe the demographic information, T-test, Chi-square test or Fisher’ s exact test, and binary logistic regression analysis to analyze the correlated factors of the attitudes of physicians toward nurse prescribing rights. …”
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Relative Fat Mass, A Better Predictor of Erectile Dysfunction: Insights From the NHANES 2001–2004 by BoWen Yang, HanYu Wang, Luyi Tang, JiuHuan Feng, ShuFang Hou

“…We used data from NHANES 2001–2004, employing weighted, multivariable-adjusted logistic regression to assess the relationship between RFM and the risk of ED. …”
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