Predictive Factors and Clinical Prediction Score for Serious Intracranial Causes in Acute Nontraumatic Headache at an Emergency Department by Siriwimon Tantarattanapong, Lalita Chalongkulasak

“…The significant factors to predict a serious intracranial cause were examined using a multivariate logistic regression model. The coefficients from the multivariate logistic regression were used to plot the receiver operating characteristic curve to develop a clinical prediction score. …”
Get full text

Cross-sectional association between plasma aldosterone concentration and cognitive performance by mini-mental state examination in community dwellers by Aketilieke Nusufujiang, Mulalibieke Heizhati, Nanfang Li, Ling Yao, Wenbo Yang, Hui Wang, Mei Li, Lin Gan, Adalaiti Maitituersun, Miaomiao Liu, Qiaolifanayi Nuermaimaiti, Li Cai, Xiayire Aierken, Xiufang Li, Qin Luo, Jing Hong

“…Multi-variable linear and logistic regression were used to explore the association between log PAC and log MMSE score, and between tertiled PAC (the higher PAC as the exposure) and low cognitive performance, respectively, in total, apparently healthy and diseased participants. …”
Get full text

Clinical Predictors of Hospital-acquired Pneumonia Associated with Acute Ischemic by Alexis Suárez Quesada, Ezequiel López Espinosa, Noelsis García Verdecia, Miguel Ángel Serra Valdés

“…<strong><br />Conclusions:</strong> the resulting logistic regression model is valid for predicting post-stroke pneumonia based on data routinely acquired.…”
Get full text

Association between sarcopenia and weight-adjusted waist index in male patients with type 2 diabetes by Yushuang Xiang, Zhiruo Wang, Jing Xu, Jie Wang, Chaoming Wu, Youjin Pan

“…The relationship between the WWI and the prevalence of sarcopenia in T2DM patients was evaluated using multivariate logistic regression, subgroup analysis, restricted cubic spline (RCS) analysis, and receiver operating characteristic (ROC) curve analysis. …”
Get full text

Serum hydroxycotinine was associated with chronic kidney disease (CKD): a cross-sectional study based on NHANES by Meng’en Zhu, Zhimin Bi, Yaoling Wang, Wei Li

“…Pearson’s correlation coefficient and a multivariate logistic regression model were used for correlation analysis.Results Serum hydroxycotinine and eGFR were negatively correlated in both non-CKD group (r= −0.05, p < 0.001) and CKD group (r= −0.04, p < 0.001). …”
Get full text

Frequency and Predictors of Pneumonia After Isolated Coronary Artery Bypass Grafting (CABG): A Single-Center Study by Ozgur Baris, Tugba Asli Onyilmaz, Huseyin Kaya

“…Statistical analysis included univariate and multivariate logistic regression to identify significant predictors of pneumonia. …”
Get full text

Postoperative fever following surgery for oral cancer: Incidence, risk factors, and the formulation of a machine learning-based predictive model by Yanling Zhang, Kun Long, Zhaojian Gong, Ruping Dai, Shuiting Zhang

“…Furthermore, Among the 6 machine learning models, logistic regression models performed best, with the higher AUC and accuracy. …”
Get full text

The sex differences in diseases progression and prognosis among persons with HIV and HBV coinfection by Rongrong Yang, Qianhui Chen, Fangzhou Jiao, Xingxia Yu, Yong Xiong

“…Multivariable logistic regression analysis identified male as an independent risk factor for liver disease progression. …”
Get full text

基于随机森林的冠状动脉狭窄风险识别模型 by 吕勇峰, 王钰婧, 张乐怡, 李一心, 原娜, 田晶

“…以患者临床资料为自变量，Gensini积分为结局变量，采用Logistic回归、反向传播神经网络（BPNN）和随机森林（RF）算法构建冠状动脉狭窄风险识别模型。…”
Get full text

Improving predictability of IgE-high type 2 chronic sinusitis with nasal polyps in the biologic era by Austin Heffernan, Jobanjit Phulka, Andrew Thamboo

“…Results Sixty-five patients, average age 49.96 ± 13.59 years, were included. Sixty-one binary logistic regression models for elevated serum IgE were created. …”
Get full text

The association between oxidative balance score with constipation and diarrhea in US adults: a cross-sectional analysis of NHANES 2007–2010 by Yaoling Cao, Zhihao Yang, Qinqing Tang

“…We conducted a binary logistic regression subgroup analysis by sex, and a univariate subgroup analysis; and used a restricted cubic spline (RCS) to illustrate the relationship between the OBS and abnormal bowel health. …”
Get full text

Hepatitis E virus infection among blood donors in Hangzhou by DU Ziyun, DENG Wenjun, WU Danxiao, LIU Jinhui, DONG Jie

“…Univariate and multivariate logistic regression were used to analyze the susceptibility factors of anti-HEV IgM and anti-HEV IgG seropositivity, and the anti-HEV IgM-reactive blood donors were followed up by telephone. …”
Get full text

Value of dual-energy CT quantitative parameters combined with clinical features in diagnosis of stages T2 and T3 colorectal cancer by FANG Ni, WEI Xin, CHEN Weijuan

“…Univariate analysis was used to compare the differences in quantitative CT parameters and clinical features between the 2 groups， and the obtained significant variables were employed to construct diagnosis models by univariate or multivariate logistic regression analysis. The area under receiver operating characteristic curve （AUC） of the CT parametric model and the model combined with clinical features was compared to evaluate the efficacy of diagnosing T2 and T3 stages. …”
Get full text

Statistical exploration of factors associated with birth of children having sickle cell traits among reproductive-age women in Nigeria by Gabriel Ogunde, Ayodele Shabi, Joshua O. Akinyemi

“…Results from the multilevel binary logistic regression revealed that women who were traditionalists (AOR = 1.77; 95% CI = 1.04–3.02) were more likely of having children with SCT. …”
Get full text

Low handgrip strength with asymmetry is associated with elevated all-cause mortality risk in older Chinese adults with abdominal obesity. by Ling Wei, Binyou Wang, Yilin Wang

“…AO was characterized by a waist circumference ≥90 cm in men and ≥85 cm in women. Logistic regression analysis was used to evaluate the relationship between AO, abnormal HGS and mortality risk.…”
Get full text

High output stoma after surgery for rectal cancer - a risk factor for low anterior resection syndrome? by Xuena Zhang, Qingyu Meng, Jianna Du, Zhongtao Tian, Yinju Li, Bin Yu, Wenbo Niu

“…The association between HOS and major LARS was analyzed using multifactor logistic regression models, subgroup analyses, and smoothing curve fitting methods. …”
Get full text

Seasonal Profile and Five-Year Trend Analysis of Malaria Prevalence in Maygaba Health Center, Welkait District, Northwest Ethiopia by Fitsum Tigu, Tsegay Gebremaryam, Asnake Desalegn

“…Chi-square (χ2) test and binary logistic regression model were used to analyze the retrospective data. …”
Get full text

Impact of kidney volume on incidence of in-hospital kidney-related adverse outcomes in patients with acute heart failure by Akira Saito, Taku Asano, Nobuyuki Komiyama, Sachiko Ohde

“…The area under the receiver operating characteristic curve for multivariate logistic regression analysis of MAKE was 0.71. Conclusions Kidney volume on admission was independently associated with the increased incidence of kidney-related adverse outcomes during hospitalization in patients with AHF.…”
Get full text

Infection Prevalence and Antibiotic Resistance Levels in Ureaplasma urealyticum and Mycoplasma hominis in Gynecological Outpatients of a Tertiary Hospital in China from 2015 to 201... by Wei Zhang, Lijuan Li, Xuelian Zhang, Hongshu Fang, Huajian Chen, Changxian Rong

“…Univariate analysis and multivariate logistic regression analysis were performed to evaluate risk factors associated with Mycoplasma isolation. …”
Get full text

A recurrence model for non-puerperal mastitis patients based on machine learning. by Gaosha Li, Qian Yu, Feng Dong, Zhaoxia Wu, Xijing Fan, Lingling Zhang, Ying Yu

“…<h4>Results</h4>The logistic regression model emerged as the optimal model for predicting recurrence of NPM with machine learning, primarily utilizing three variables: FIB, bacterial infection, and CD4+ T cell count. …”
Get full text