Association of baseline and trajectory of triglyceride-glucose index with the incidence of cardiovascular autonomic neuropathy in type 2 diabetes mellitus by Qiong Huang, Wenbin Nan, Baimei He, Zhenhua Xing, Zhenyu Peng

“…Methods Based on the Action to Control Cardiovascular Risk in Diabetes (ACCORD) trial, multivariate logistic regression models and restricted cubic splines (RCS) were deployed for elucidating the relation between baseline TyG index and the incidence of CAN. …”
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Prolonged ICU Stay in Severe and Critically-Ill COVID-19 Patients Who Received Convalescent Plasma Therapy by Bambang Pujo Semedi, Nadya Noor Ramadhania, Betty Agustina Tambunan, Siprianus Ugroseno Yudho Bintoro, Soedarsono Soedarsono, Cita Rosita Sigit Prakoeswa

“…Data were analyzed using multiple logistic regression to make prediction models of mortality, length of stay, and oxygen support device requirement. …”
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Self-reported reproductive morbidity and healthcare-seeking practices of adolescent girls in migrant Rohingya community in Bangladesh by Rejoana Karim, Rupam Mitra, Md. Hafizul Islam, S.M. Symon Bappy, Khaleda Islam, Md. Mohsin Hossain

“…The respondents were asked to report their menstruation-related problems, morbidities, anemia signs, and healthcare-seeking behavior during these problems. Multivariate logistic regression analyses were performed to assess the association of socio-demographic variables with menstruation-related outcome variables and healthcare-seeking behavior. …”
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The pattern and burden of non-communicable diseases in armed conflict-exposed populations in Northeastern Nigeria by Roland I. Stephen, Jennifer A. Tyndall, Jamiu S. Olumoh, Malachy I. Okeke, Jacob A. Dunga, Tonde G. Elijah, Dillys M. Bello, Oyelola A. Adegboye, Jimmy A. Reyes

“…Multivariable binary logistic regression and complementary log regression were performed to investigate the effects of individual risk factors and regional settings on the prevalence of NCDs. …”
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Like mother like daughter, the role of low human capital in intergenerational cycles of disadvantage: the Pune Maternal Nutrition Study by Akanksha A. Marphatia, Akanksha A. Marphatia, Jonathan C. K. Wells, Alice M. Reid, Aboli Bhalerao, Chittaranjan S. Yajnik

“…Few studies have evaluated whether maternal human and socio-economic capital at conception are independently associated with maternal and offspring outcomes.MethodsUsing data on 651 mother-child dyads from the prospective Pune Maternal Nutrition Study in rural India, composite markers were generated of “maternal human capital” using maternal marriage age and maternal and husband's education, and 'socio-economic capital' using household wealth and caste. Linear and logistic regression models investigated associations of maternal low/mid human capital, relative to high capital, with her own nutrition and offspring size at birth, postnatal growth, education, age at marriage and reproduction, and cardiometabolic risk at 18 years. …”
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An ensemble machine learning-based performance evaluation identifies top In-Silico pathogenicity prediction methods that best classify driver mutations in cancer by Subrata Das, Vatsal Patel, Shouvik Chakravarty, Arnab Ghosh, Anirban Mukhopadhyay, Nidhan K. Biswas

“…Three machine learning algorithms—logistic regression, random forest, and support vector machine—along with recursive feature elimination, were used to rank these PCSAs. …”
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Prediction of difficult mask ventilation in Thai adult patients undergoing elective surgery using ultrasound of distance from skin to hyoid bone, and from skin to thyroid isthmus:... by Santi Anchalee, Kanatawan Wasoontrarak, Pannawit Benjhawaleemas, Sunisa Chatmongkolchart, Sumidtra Prathep

“…The DSTI medians were 0.9(0.8–1.1), 0.8(0.7–1.1), 0.7(0.6–0.9), and 0.8(0.8–1.4) cm for DMV-0, I, II, and III, respectively (p = 0.041). Multivariate logistic regression indicated that the following factors were associated with difficult mask ventilation (DMV-III): male sex, modified Mallampati classification III, edentulousness, DSHB, and DSTI, with an area under the curve of 0.89. …”
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Association between blood test indicators and atrial fibrillation in elderly patients aged 65 and above in the Central Jiangsu region: a cross-sectional study by Hao Liang, Shuai Zhang, Ye Zhu

“…Based on the selected variables, participants were divided into four groups (Q1 ~ Q4), and multifactorial Logistic regression analysis, restricted cubic spline regression, gender subgroup analysis and Receiver Operating Characteristic (ROC) curve were used to explore the relationship between the relevant variables and AF. …”
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Association of pan-immune-inflammatory value with metabolic dysfunction-associated steatotic liver disease: findings from NHANES 2017–2020 by Lian-Zhen Huang, Ze-Bin Ni, Qi-Rong Yao, Wei-Feng Huang, Ji Li, Yan-Qing Wang, Jin-Yan Zhang

“…Weighted multivariable logistic regression was employed to calculate the odds ratio (OR) and 95% confidence interval (CI) to investigate the association of PIV and MASLD. …”
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Soil-transmitted helminthiasis among adolescents in Anaocha Local Government Area, Anambra State, Nigeria: Insights and recommendations for effective control. by Ogechukwu B Aribodor, Eunice C Jacob, Nwadiuto O Azugo, Uche C Ngenegbo, Ifeanyi Obika, Emmanuel M Obikwelu, Obiageli J Nebe

“…Analysis was performed using SPSS version 25, incorporating descriptive statistics and multinomial logistic regression, with statistical significance set at p<0.05. …”
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Evaluation of hypertension knowledge and its association with medication adherence among hypertensive patients attending primary health centers: a cross-sectional study from easter... by Ahmad Homoud Al-Hazmi, Abdullah Dhoimi Mureed Alanazi, Ashokkumar Thirunavukkarasu, Nasser Saleh Alriwely, Mmdoh Mohammad F. Alrais, Alreem Barghash S. Alruwaili, Mona Saleh Alnosairi, Amnah Ibrahim Alsirhani

“…Furthermore, we used binomial logistic regression analysis to find the associated factors of the low hypertension-related knowledge among the patients.ResultsOf the studied patients, only 10.3% demonstrated a high level of knowledge, and the highest knowledge levels were observed in the domains of complications (x¯ = 4.39, standard deviation [SD] = 1.20) and lifestyle (x¯ = 3.13, SD = 0.69), while knowledge about drug compliance (x¯ = 0.62, SD = 0.98) was the lowest. …”
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The Magnitude of Salt Intake Behaviors and Its Predictors among Saqez Urban Population of Kurdistan District in Iran: A Cross-Sectional Study by Kolsom Khoram, Mohammad Asghari-Jafarabadi, Mehrangiz Ebrahimi-Mamagani, Behjat Shokrvash, Maral Hariri-Akbari

“…Descriptive, analytical statistical methods and multivariate logistic regression analysis were used to determine the predictors of desirable salt control methods. …”
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Exploring Self-Management Behavior Profiles in Patients with Multimorbidity: A Sequential, Explanatory Mixed-Methods Study by Fu Y, Wu J, Guo Z, Shi Y, Zhao B, Yu J, Chen D, Wu Q, Xue E, Du H, Zhang H, Shao J

“…Latent Profile Analysis (LPA) was used to identify distinct self-management behavior profiles. Multinomial logistic regression was then used to assess the influence of workload and capacity dimensions (independent variables in Model 1), as well as their interaction (independent variables in Model 2), on these profiles (dependent variables in two models). …”
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Trends and distribution patterns of infant mortality and maternal HIV positivity in South Africa: A decade review (2007 - 2016) by M Makhele, N Ledibane, H Ramatsoma, A Musekiwa

“…Line charts with descriptive statistics were used to detail trends in IMRs, and multiple logistic regression models were used to identify risk factors for infant mortality in the 2007 and 2016 CS datasets. …”
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Risk factors and prognosis analysis of dysphagia after occipitocervical fusion surgery: a retrospective study of 43 cases by Yufan Chen, Weihong Xu

“…Potential risk factors were identified via one-way intergroup comparisons and included in multivariable logistic regression analysis. Pearson or Spearman correlation analysis was performed to assess associations between dnPAS% and each parameter and inter-parameter correlations. …”
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The association between age at menarche (AAM) and cardiovascular disease (CVD) risk factors in the MASHAD cohort study by Niloofar Shabani, Sara Saffar Soflaei, Khadijeh Bavafa-Valenlia, Nayereh Esmaeilzadeh, Maryam Mohammadi-Bajgriran, Zahra Namazibaygi, Mohsen Moohebati, Gordon A. Ferns, Habibollah Esmaily, Majid Ghayour-Mobarhan

“…The levels of depression and anxiety were evaluated using a validated Persian version of the Beck Depression Inventory (BDI) and Beck Anxiety Inventory (BAI). Multiple logistic regression models were used to examine the association between age at menarche with CVD risk factors. …”
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Optimizing electrode configurations for EEG mild cognitive impairment detection by Yi Jiang, Xin Zhang, Zhiwei Guo, Xiaobo Zhou, Jiayuan He, Ning Jiang

“…A multi-parameter combination-assisted binary logistic regression model was established to distinguish two groups. …”
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HPV vaccine knowledge and willingness to vaccinate among senior primary school students in Guangdong province, 2022: a cross-sectional survey by Li WU, Yongxin LIANG, Zurui ZENG, Tiantian LI, Xiangcai WEI, Jianhong XIA

“…The students′ awareness of HPV, knowledge of HPV vaccination, willingness to receive HPV vaccination, and factors influencing willingness to receive HPV vaccination were analyzed.ResultsFor a total of 1 314 participants with valid responses, the HPV awareness and HPV vaccine knowledge rates were 61.49% and 66.13%, respectively, and the HPV vaccine uptake rate was 74.73%. Multivariate logistic regression analysis showed that participants who were female (odds ratio [OR] = 2.15, 95% confidence interval [95%CI]: 1.60 – 2.80), lived in an urban area (OR = 1.56, 95%CI: 1.20 – 2.02), and from the Pearl River Delta region (OR = 3.64, 95%CI: 2.28 – 5.81) and the northern region of the province (OR = 5.65, 95%CI: 4.00 – 7.97) were more likely to have heard of HPV, and the participants were female (OR = 2.11, 95%CI: 1.60 – 2.78), lived in an urban area (OR = 1.45, 95%CI: 1.11 – 1.89), and from the Pearl River Delta region (OR = 5.20, 95%CI: 3.06 – 8.83) and the northern region of the province (OR = 6.30, 95%CI: 4.39 – 9.06) were more likely to have heard of HPV vaccine; the results also showed that the participants who were female (OR = 7.07, 95%CI: 4.89 – 10.21), had heard of HPV (OR = 1.94, 95%CI: 1.29 – 2.93), and were aware of HPV vaccine (OR = 1.65, 95%CI: 1.07 – 2.55) were more likely to be willing to receive HPV vaccination. …”
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The interaction network and potential clinical effectiveness of dimensional psychopathology phenotyping based on EMR: a Bayesian network approach by Jianqing Qiu, Ting Zhu, Ke Qin, Wei Zhang

“…Through Bayesian network (BN) analysis, we identified relatively consistent interaction relationships among various RDoC domains (NVS → AS, NVS → CS, NVS → PVS, as well as CS → SPS; parameter range = 0.156 to 0.635, p < 0.001). Lastly, using logistic regression and Cox proportional hazards models, we demonstrated that AS was significantly associated with the length of hospital stay (-0.21, p < 0.05) and 30-day readmission risk (adjusted odds ratio [aOR] = 0.91, 95% confidence interval [CI] 0.91–0.99) to some extent. …”
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Determinants of appropriate complementary feeding practices among mothers of children aged 6–23 months in Bokoji town, Oromia region, Ethiopia by Abdurehman Kalu Tololu, Bekele Teshome, Hiwot Zelalem Fessaha, Abdene Weya Kaso

“…Bivariable and multivariable Logistic regression model was used to determine factors associated with appropriate complementary feeding practice. …”
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