An Investigation in Analyzing the Food Quality Well-Being for Lung Cancer Using Blockchain through CNN by Mohamed Abdelkader Aboamer, Mohamed Yacin Sikkandar, Sachin Gupta, Luis Vives, Kapil Joshi, Batyrkhan Omarov, Sitesh Kumar Singh

“…Subsequently, the CNN accuracy has been measured to understand how these factors affect the accuracy. A linear regression analysis has been carried out in IBM SPSS where the independent variables selected are image dataset augmentation, epochs, features, pixel size (90 × 90 to 512 × 512), kernel size (0–7), filters (10–40), and padding. …”
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Leftover food among students in the Nutrition Improvement Program areas of Henan province in 2021 by Fengjuan LI, Jingjing LIU, Liru WANG, Fengming XU, Xu WANG, Yanxin WANG, Shufang ZHANG

“…Among the students who ate at school, 12.28% felt that the school meals were too salty, 22.98% felt that the school meals were too greasy, and only 32.49% liked the food provided by the school. Logistic regression analysis showed that township schools (OR=2.055, 95%CI：1.645–2.567), middle school (OR=1.171, 95%CI：1.015–1.352), and snacking frequency of 3–4 times/week (OR=1.934, 95%CI：1.601–2.336) were risk factors for student leftovers, while non–boarding students (OR=0.567, 95%CI;0.477–0.672) and overweight/obesity (OR=0.830, 95%CI:0.717–0.961) were protective factors. …”
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Evaluating the Effectiveness of Spousal Testing Among Syphilis-Infected Pregnant Women in the Context of Mother-to-Child Transmission Elimination: A Multicenter Study in Southeaste... by Xue X, Huang X, Liu G, Jiang X, Lin W, Chen Y, Huang C

“…Univariate and multivariate unconditional logistic regression models were used to analyze the factors associated with the testing status of spouses of pregnant women with syphilis.Results: A total of 4,875 spouses were tested for syphilis. …”
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Prevalence and associated factors of overweight and obesity among Afghan school children: A cross-sectional analytical study from Kandahar City, Afghanistan. by Bilal Ahmad Rahimi, Aziz Ahmad Khalid, Wahid Ahmad Khalid, Javed Ahmad Rahimi, Walter R Taylor

“…Sociodemographic properties, anthropometric measurements, and other data were collected from all the participants. Data were analyzed using descriptive statistics, Chi-square test, and multiple logistic regression analysis.…”
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Investigate the factors related to the intention to perform physical activity based on the theory of ‎planned behavior among high school female students of Ahvaz city by Zahra Baji, Ghodratollah Shakerinejad, Masoumeh Tehrani, Saeedeh Hajinajaf, Farzaneh Jarvandi

“…Finally, data collected and analyzed by SPSS software version 23 using regression analysis and Pierson correlation coefficient. …”
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Factors affecting postural instability after more than one-year bilateral subthalamic stimulation in Parkinson's disease: A cross-sectional study. by Andrea Kelemen, László Halász, Loránd Erőss, Gábor Rudas, Muthuraman Muthuraman, Dénes Zádori, Bence Laczó, Dávid Kis, Péter Klivényi, Gábor Fekete, László Bognár, Dániel Bereczki, Gertrúd Tamás

“…We explored factor combinations (with age as confounder) in the patient group predictive for imbalance with cluster analysis and a machine-learning-based multiple regression method.…”
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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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Factors associated with mpox awareness among men who have sex with men recruited through the internet: a cross-sectional survey in China by Yun Fu, Weiyong Chen, Rui Yuan, Xing Wang, Zhongrong Yang

“…Multivariate logistic regression analysis results showed that the following factors were associated with higher levels of mpox knowledge (p < 0.05): age 30 years and above, education level of college or above, average monthly income ≤6,000 CYN, belief that using rush poppers increases the risk of HIV infection, recent exposure to HIV or mpox information through online media, and recent receipt of HIV or mpox prevention services.ConclusionMpox-prevention knowledge should be promoted among individuals who have lower education levels, while the dissemination of information on HIV and mpox through online media should be increased to reduce the risk of mpox or HIV infection among this population.…”
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Epidemiology and factors associated with the infection of Babesia bigemina, Babesia bovis, and Theileria orientalis in Thale Noi Wetland buffaloes (Bubalus bubalis), Southern Thail... by Chalutwan Sansamur, Kanpapat Boonchuay, Ruttayaporn Ngasaman, Kenny Oriel Aranas Olana, Veerasak Punyapornwithaya

“…The associations between the presence of hemoprotozoan parasites and various risk factors were analyzed using logistic regression. Furthermore, Multiple Correspondence Analysis (MCA) was employed to explore the patterns and relationships among single and co-infections and associated factors. …”
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Tuberculin skin test results among student close contacts with pulmonary tuberculosis by SUN Jiamei, LU Qiaoling, GAO Huaqiang, YANG Zuokai, XU Laichao

“…Methods: The students aged 15 years and above who had close contact with pulmonary tuberculosis cases in Yuecheng District, Shaoxing City, Zhejiang Province, from October 2016 to December 2023 were recruited and investigated using questionnaires and TST to collect demographic information, contact history, and TST results. The influencing factors for TST positivity among student close contacts with pulmonary tuberculosis were analyzed using a multivariable logistic regression model. …”
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The role of Cultural Socialization and Contextual Factors on the Subjective Well-Being of Immigrant Adolescent Girls at the Beginning and End of Adolescence: A life course perspect... by Elaheh Hejazi, Ahmad Baseri, Zahra Naghsh, simin ebrahimi

“…To investigate the effect of independent variables on subjective well-being, hierarchical regression analysis was conducted in three steps. First, nominal variables were converted into virtual variables and the assumptions of hierarchical regression were checked and confirmed.The correlation result of predictive variables with subjective well-being are presented in Table 1.Table 1Correlation of Predictive Variables with Subjective Well-Being  Subjective Well-BeinCultural SocializationAzeriKurdishLorGilakGradegenerationmother tongueSubjective Well-Beingr1.000.282**.128**.042.021-.053-.130**.012-.125**p..000.006.414.689.336.000.741.000Cultural Socializationr.282**1.000.130**.165**-.016-.009-.024-.055-.196**p.000..006.001.765.871.519.135.000Table 2 shows the results of hierarchical regression.Table 2Summary of Hierarchical Regression Analysis of Factors Affecting Subjective Well-BeingModelstandardized CoefficientsBetatpFRR SquareAdjusted R Squareconstant 25.210.001   20.35   0.41   0.17   0.16cultural socialization0.49.710.001mother tongue-0.13-3.030.003grade-0.9-1.90.05Dependent Variable: Subjective Well-BeingTo analyze the hierarchical regression, in the first step, the sociability variable was included in the model, explaining 14.2% of the variance of subjective well-being (R2 = 0.142) and had a positive and significant effect on well-being (p < 0.0001, 2 t = 9.0, β = 0.38). …”
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Prevalence, associated factors and clinical implications of subjective cognitive decline linked to frailty in patients receiving maintenance hemodialysis: a cross-sectional study by Jie Li, Yue Gao, Xianghong Li, Youhui Yu, Guiyong Li, Huaihong Yuan

“…Univariate analyses were used to examine potential factors associated with SCD. Linear regression was used to analyze the relationships between these factors and SCD. …”
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Myopic choroidal neovascularization with dilated choroid vessels is prone to progression into subretinal fibrosis following anti-vascular endothelial growth factor therapy: a retro... by Xiangjun She, Qiwei Cai, Wangjing Yao, Shixin Zhao, Zhe Lv, Suyan Shan, Jiwei Tao, Yun Zhang

“…The time to SF detection was recorded using survival analysis. Risk factors for SF were analyzed using Kaplan–Meier and multivariable Cox regression analyses. …”
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Health literacy in five districts in Sri Lanka: a baseline assessment of health literacy levels among 18-49-year-olds and associated factors by Millawage Supun Dilara Wijesinghe, Nathasha Hithaishi Obeyesekera, Balangoda Muhamdiramlage Indika Gunawardana, Weerasinghe Mudiyanselage Prasad Chathuranga Weerasinghe, Upeksha Gayani Karawita, Nissanka Achchi Kankanamalage Ayoma Iroshanee Nissanka, Vithanage Chandima Nayani Vithana, Singappuli Arachchilage Sanjeewanie Champika Karunaratne, Praveen Nagendran, Gayani Sandeepika Dissanayake, Ranjith Batuwanthudawe, MAAP Alagiyawanna, Palitha Karunapema

“…Multivariable logistic regression was used to analyze the predictors of limited HL. …”
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Age-differentiated comparison of health-related quality of life and impacting factors in patients with COPD receiving long-term home non-invasive ventilation by Maximilian Zimmermann, Franziska Vocht, Doreen Kroppen, Daniel S. Majorski, Melanie P. Berger, Sarah B. Stanzel, Johannes F. Holle, Falk Schumacher, Tim Matthes, Wolfram Windisch, Maximilian Wollsching-Strobel

“…Patients were categorized into two age-based groups: older patients (≥ 65 years) and younger patients (< 65 years). Multiple linear regression analyses were used to analyze factors on HRQL, including SRI scores, anemia, autonomy impairment, exacerbation history and other factors. …”
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Epidemiological trends and risk factors of chronic obstructive pulmonary disease in young individuals based on the 2021 global burden of disease data (1990–2021) by Yaolin Li, Fangtao Yan, Lixiang Jiang, Wang Zhen, Xiayahu Li, Huiqin Wang

“…Methods By analyzing data from the Global Burden of Disease (GBD) 2021, we utilized statistical methods such as Joinpoint regression, frontier analysis, and health inequality analysis to evaluate the changes in the age-standardized disability-adjusted life year (DALY) rates (ASDR) and incidence rates (ASIR) of COPD among the global population aged 15–49 years from 1990 to 2021. …”
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Tuberculosis treatment outcomes and associated factors among patients treated at Bosaso TB Hospital, Bosaso, Somalia: A five-year retrospective study. by Saaid Said Jama, Mohamed Mohamud Abdi

“…Data were entered, cleaned, and analyzed using SPSS version 20. Descriptive statistics and binary logistic regression analysis were employed. …”
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Neonatal and Maternal Complications of Placenta Praevia and Its Risk Factors in Tikur Anbessa Specialized and Gandhi Memorial Hospitals: Unmatched Case-Control Study by Ashete Adere, Abay Mulu, Fikremelekot Temesgen

“…Data was carefully extracted from medical records, reviewed, and analyzed. Unconditional logistic regression analysis was performed using adjusted odds ratios (AOR) with 95% confidence intervals. …”
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Increased prevalence of cardio-cerebrovascular risk factors during the COVID-19 pandemic lockdown: a large, single center, cross-sectional study by Jinjing Lu, Yanyan Shen, Xiaoying Liu, Yuqiang Mao, Li Jing, Zhiyong Yang, Dongmei Pei, Weiwei Dong

“…Additionally, multivariate linear or logistic regression analysis the association between changes in CCVRFs and the COVID-19 pandemic lockdown. …”
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Distribution and Related Influencing Factors of AMH Level in Family-Planning Women of Childbearing Age: A Cross-Sectional Study from Beijing, China by Song J, Gao S, Zhao L, Tong X

“…Significant intergroup differences were noted in ethnicity, education level, FBG, creatinine level, BMI, diastolic blood pressure, hemoglobin level, smoking rate, and life-related stress level. A logistic regression analysis suggested that age was a negative factor affecting AMH level in both groups (P=0.000 and 0.002, respectively). …”
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