Correlation between carotid artery ultrasound parameters and lacunar infarction by Peipei Yang, Ying Hui, Shuohua Chen, Xinyu Zhao, Wei Huang, Xiaoshuai Li, Shouling Wu, Yuntao Wu, Ling Yang, Jing Chen, Zhenchang Wang, Xian-Quan Shi

“…Internal diameter of CCA and ICA, plaque in CCA and ICA, resistance index (RI) of CCA and ICA, pulsatility indexes (PI) of CCA and ICA, systolic/diastolic(S/D) of CCA and ICA, and carotid-femoral pulse wave velocity (cf-PWV) were positively associated with LI; peak systolic velocities (PSV) of CCA, end-diastolic velocities (EDV) of CCA and ICA, average velocity (AVG) of CCA and ICA were negatively associated with LI. Multivariate regression analysis showed that CCA-internal diameter (95%CI, 1.04–1.93; p = 0.025), CCA-plaque (bilateral) (95%CI, 1.06–4.37; p = 0.034), and cf-PWV (95%CI, 1.01–1.15; p = 0.017) were independent factors of presence of LI. …”
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Functional Liver Imaging Score to Predict Clinically Significant PHLF for Hepatocellular Carcinoma After Resection by Zheng X, Zhang Y, Huang H, Luo N

“…Univariable and multivariable logistic regression analyses were performed to identify independent risk factors for clinically significant PHLF, defined as grade B or C PHLF by the International Study Group of Liver Surgery. …”
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Predictive value of serum miR-21 and miR-122 expression on the efficacy of capecitabine combined with transcatheter hepatic arterial embolization chemotherapy for liver metastasis... by Wenfang Ma, Zukuan Chang, Shixing Li, Xiuhua Wang, Guangshao Cao, Youjie Fan

“…Serum levels of miR-21 and miR-122 before treatment were detected and the relationship with clinical pathological characteristics was analyzed. Independent risk factors were screened by multivariate Logistic regression, and a nomogram model was constructed to evaluate efficacy.ResultsIn the training set, there were 86 cases with effective treatment and 95 cases with ineffective treatment after operation. …”
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The Early Prediction of Patient Outcomes in Acute Heart Failure: A Retrospective Study by Maria Boesing, Justas Suchina, Giorgia Lüthi-Corridori, Fabienne Jaun, Michael Brändle, Jörg D. Leuppi

“…Missing predictor data was imputed and predictors were identified by means of multivariable regression analysis. Results: Data of 638 patients (median age 84 years, range 45–101 years, 50% female) were included in the study. …”
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Treatment Outcome and Its Determinants among Patients Admitted to Stroke Unit of Jimma University Medical Center, Southwest Ethiopia by Ameha Zeleke Zewudie, Tolcha Regasa, Solomon Hambisa, Dejen Nureye, Yitagesu Mamo, Temesgen Aferu, Desalegn Feyissa, Tewodros Yosef

“…Data was entered by Epidata manager version 4.0.2 and analyzed by SPSS version 24. Multivariable logistic regression analysis with the backward stepwise approach was done to identify independent predictors of poor treatment outcome of stroke. …”
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Provision of postpartum care to women giving birth in health facilities in sub-Saharan Africa: A cross-sectional study using Demographic and Health Survey data from 33 countries. by Lenka Benova, Onikepe Owolabi, Emma Radovich, Kerry L M Wong, David Macleod, Etienne V Langlois, Oona M R Campbell

“…We estimated the percentage of women receiving a postpartum check by a health professional while in the childbirth facility and the associated 95% confidence interval (CI) for each country. We analyzed determinants of receiving such checks using logistic regression of the pooled data. …”
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Epidemiology of lameness in prepartum dairy heifers and its association with milk production, reproduction, and diseases in the postpartum period by B.S. Souza, R.R. Daros

“…After calving, health and milk production data were collected from farm records. Data were analyzed in RStudio using mixed-effects linear and logistic regression models. …”
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Insights into the Prognostic Efficacy of the Geriatric Nutritional Risk Index for Nasopharyngeal Carcinoma in the Era of Volumetric Modulated Arc Therapy: A Nomogram for Predicting... by Xiang Lin, Wei Wang, Jianming Ding, Zhaodong Fei, Chuanben Chen

“…Patients were stratified into training (70%) and validation (30%) cohorts. Cox regression identified independent prognostic factors, which were integrated into a nomogram predicting 3- and 5-year overall survival (OS). …”
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Relationship between miR-21, TLR4 and ventricular remodeling and prognosis in elderly patients with acute coronary syndrome by Gu Peipei, Wang Haitao, Wei Xiaohui

“…There were significant differences in age, diabetes, hypertension, and serum miR-21, TLR4, LVMI, MWS, and RWT levels between the good prognosis group and the poor prognosis group (P<0.05); logistic regression analysis showed that high miR-21 and TLR4 expression, LVMI, MWS, and RWT levels were independent risk factors for poor prognosis in elderly ACS patients (P < 0.05). …”
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Outcomes of isolated mitral valve surgery performed via right anterolateral thoracotomy: a single-centre experience by Liang Huang, Yue-Hang Yang, Chi-Yang Xie, Si Chen, Chao Guo, Jia-Wei Shi

“…Multivariable logistic regression analysis revealed that incision type, age, atrial fibrillation, and coronary heart disease were significant factors influencing postoperative thoracic and pulmonary complications and course (P &lt; 0.05).ConclusionsIsolated mitral valve surgery via right anterolateral thoracotomy was associated with more thoracic and pulmonary complications and shorter 24-hour postoperative drainage, ICU stay duration and postoperative days compared with median sternotomy, which potentially related to the choice of incision site, specific patient conditions, and surgical techniques.…”
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Self-care practices and diabetes distress among type 2 diabetic patients in Lebanon amidst a multi-crisis context by Ramona Nasr, Eman Swaidan, Chadia Haddad, Wissam Jreije, Abir Abdel Rahman, Joanne Karam

“…Data analysis was conducted using SPSS 25, including descriptive analysis for categorical variables, and bivariate, Pearson correlation, and linear regression analyses to compare the relationships between variables. …”
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Treatment patterns and clinical interventions in pediatric dental emergencies during COVID-19 by Michael V. Joachim, Dana Atia Joachim, Ephraim Shapiro, Andy Ariel Boiangiu, Thabet Asbi, Doron Haim

“…Treatment categories were classified as conservative (medication only, temporary restorations) or invasive (extractions, pulp therapy). Statistical analysis included chi-square tests for treatment distribution comparisons and multivariate logistic regression to evaluate factors influencing treatment selection, adjusting for age, sex, and presenting conditions. …”
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Managerial ability and market performance: an investigation of firms listed on B3 by Rubia Frehner Poffo, Nelson Hein

“…The study employed a sample of 206 firms covering the period from 2019 to 2023. The analysis was conducted using ordinary least squares (OLS) regression with fixed effects for industry and year, utilizing the Stata® software. …”
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Digital Inclusive Finance and Regional Economic Resilience: Evidence From 279 Cities in China by Ziyun Wang, Hanbin Chen

“…Firstly, the relationship between digital inclusive finance and economic resilience is initially explored through benchmark regression, and regional differences are revealed through heterogeneity analysis. …”
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Predicting Postoperative Blood Transfusion in Elderly Patients Undergoing Total Hip and Knee Arthroplasty Using Machine Learning Models by Liang D, Pang Y, Huang J, Che X, Zhou R, Ding X, Wang C, Zhao L, Han Y, Rong X, Li P

“…This study aimed to develop predictive models for postoperative transfusion in elderly patients undergoing THA or TKA, identify key risk factors, and create an online prediction tool.Patients and Methods: We retrospectively analyzed 1,520 elderly patients who underwent THA (659) or TKA (861). …”
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Myeloid Zinc Finger 1: insights into its oncogenic potential, prognostic value, and impact on immune microenvironment across cancers by Wenze Tian, Chun Yu, Xin Xu, Jiaqi Li, Shuangfu Peng, Aijun Sun, Shasha Zhang, Chao Jiang

“…A univariate Cox regression analysis was performed to evaluate MZF1’s prognostic value. …”
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Association between sleep disorder and delirium in adult patients undergoing cardiac surgery: a retrospective cohort study by Beibei Wang, Qiao Liu, Dou Dou, Dongyun Bie, Ran An, Yuan Jia, Su Yuan, Fuxia Yan

“…Multivariate logistic regression analysis was used to evaluate the effect of sleep disorders on delirium. …”
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A novel prognostic model utilizing TMTV and SUVmax from 18F-FDG PET/CT for predicting overall survival in patients with extranodal NK/T- cell lymphoma by Hua Wang, Demei Feng, Yiwen Mo, Huangming Hong, Yingying Hu, Li Huang, Xiaolei Wei, Yajun Li, Haibin Huang, Runhui Zheng, Yonghua Li, Hui Zeng, Robert Peter Gale, Tian Ying, Jing Guo, Zhenshu Xu, Wei Fan, Tongyu Lin

“…Optimal cut-off values were determined using the Youden’ index. Cox regression analysis identified significant prognostic factors. …”
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Explainable machine learning prediction of internet addiction among Chinese primary and middle school children and adolescents: a longitudinal study based on positive youth develop... by Jiahe Liu, Lang Chen, Yuxin Chen, Jingsong Luo, Kexin Yu, Linlin Fan, Chan Yong, Huiyu He, Simei Liao, Zongyuan Ge, Lihua Jiang, Lihua Jiang

“…Key predictors included grade level, delinquent behavior, anxiety, family function, and depression scores. SHAP analysis revealed consistent and interpretable feature contributions across individuals.ConclusionDepression, anxiety, and family dynamics are significant factors influencing IA in children. …”
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The comparison of the prognostic value of different inflammation-related indicators in patients with oral squamous cell carcinoma by Aoming Cheng, Kaixiong Wei, Qiaoshi Xu, Chong Wang, Bo Li, Huan Liu, Lirui Zhang, Hanchen Zhou, Yu Huang, Yiming Zhang, Xue Zhang, Hao Wang, Chang Liu, Teng Ma, Jingrui Li, Zhengxue Han, Zhien Feng

“…Additionally, Subgroup analysis found that ALI and PNI served as independent prognostic factors for OS in male patients. …”
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