CKRT coagulation risk prediction and nursing feedback model based on intelligent algorithms by Xianrong Xu, Mou Chen, Lvjing Chen, Kaixing Huang, Shiqi Cao, Wenwen Gao, Kang Liu, Buyun Wu, Huijuan Mao

“…Logistic regression analysis indicated that treatment mode and anticoagulation method were key factors influencing extracorporeal coagulation during Continuous Kidney Replacement Therapy, with the highest regression coefficient observed for heparin-free anticoagulation (β = 2.209). …”
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High-Sensitivity Cardiac Troponin T Is a Risk Factor for Major Adverse Cardiovascular Events and All-Cause Mortality: A 9.5-Year Follow-Up Study by Xiaona Wang, Peiqi Wang, Ruihua Cao, Xu Yang, Wenkai Xiao, Yun Zhang, Li Sheng, Ping Ye

“…Cox proportional risk regression model analysis revealed that increased hs-cTnT levels were associated with an increased risk of mortality (HR, 1.763, 95% CI, 1.224–2.540, P=0.002), even after adjusting hs-CRP and NT-proBNP. …”
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Influence of Climate and Socio-Economic Factors on the Spatio-Temporal Variability of Soil Organic Matter: A Case Study of Central Heilongjiang Province, China by Shu-qin SHI, Qi-wen CAO, Yan-min YAO, Hua-jun TANG, Peng YANG, Wen-bin WU, Heng-zhou XU, Jia LIU, Zheng-guo LI

“…For the scientific management of farmland, it is significant to understand the spatio-temporal variability of soil organic matter and to study the influences of related factors. Using geostatistical theory, GIS spatial analysis, trend analysis and a Geographically Weighted Regression (GWR) model, this study analyzed the response of soil organic matter to climate and socio-economic factors in central Heilongjiang Province during the past 25 years. …”
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Research on the driving mechanisms of ecosystem services in the alpine canyon areas of Southwest China by Jiahui Jiang, Jian Hou, Chen Zeng, Haobo Feng, Yufan Zhu

“…Spearman correlation analysis, geographically weighted regression, and the geographic detector method were employed to analyze trade-offs and synergies among these ecosystem services and explore their driving mechanisms. …”
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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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Coronary calcinosis and psychological distress association, by the data from ESSE-RF study in Kemerovskaya Region by A. N. Sumin, О. I. Raikh, A. N. Kokov, E. V. Indukaeva, G. V. Artamonova

“…To evaluate the association of coronary arteries calcinosis with personality type D, by ESSE-RF (Epidemiology of cardiovascular diseases and risk factors in various regions of Russian Federation) trial data in Kemerovskaya Oblast.Material and methods. …”
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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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Exploring the Recurrence Risk Factors and Development of a Nomogram Prediction Model for Uterine Fibroid Patients Post-Myomectomy Based on Patient Medical Records by Li C, Li L, Hu Y

“…Clinical data of both groups were analyzed using univariate analysis, and factors statistically significant in univariate analysis were further evaluated through multivariate logistic regression to identify independent risk factors for recurrence post-laparoscopic myomectomy.Results: Univariate analysis indicated that the proportion of patients with ≥ 2 fibroids, intramural fibroids, and preoperative serum C-reactive protein (CRP) levels ≥ 4.67 mg/L was significantly higher in the recurrence group (all P< 0.05). …”
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Correlation between clinical and pathological nodal status in hepatocellular carcinoma: identifying risk factors for lymph node metastasis via the national cancer database by Huisong Lee, Kyunguk Jung, Michael Luu, Kambiz Kosari, Nicholas Nissen, Ju Dong Yang

“…Clinical LNM (cN1) demonstrated high specificity (99.2%) but low sensitivity (46.2%) in detecting pN1. Logistic regression analysis revealed that younger age, female sex, fibrolamellar histology, combined hepatocellular-cholangiocarcinoma (HCC-CCA), advanced clinical T stage, and higher tumor grade were significant risk factors for pN1. …”
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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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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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Corneal Endothelial Cell Changes Associated with Multiple Intravitreal Injections by Mariaelena Malvasi, Pietro Mangiantini, Floriana Testa, Edoardo Trovato Battagliola, Mattia D’Andrea, Guglielmo Minozzi, Paolo Turchetti, Elena Pacella

“…These variables were analyzed using multiple linear regression analysis. …”
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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 &lt; 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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Exploring stroke risk factors in different genders using Bayesian networks: a cross-sectional study involving a population of 134,382 by Liqin Linghu, Yaxin Huang, Lixia Qiu, Xuchun Wang, Jia Zhang, Lin Ma, chenglian Li, Lijie Wang

“…Logistic regression and Bayesian modeling were employed to analyze the risk factors for stroke in different genders. …”
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Increased risk of mortality from COVID-19 in people with obesity by Ana Cristina Ribeiro, Priscila Poli, Silvia Carla da Silva André Uehara

“… Objective: to analyze the risk of mortality from COVID-19 in people with obesity. …”
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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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Exploring the Factors Influencing the Spread of COVID-19 Within Residential Communities Using a Big Data Approach: A Case Study of Beijing by Yang Li, Xiaoming Sun, Huiyan Chen, Hong Zhang, Yinong Li, Wenqi Lin, Linan Ding

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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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Increased risk of mortality from COVID-19 in people with obesity by Ana Cristina Ribeiro, Priscila Poli, Silvia Carla da Silva André Uehara

“… Objective: to analyze the risk of mortality from COVID-19 in people with obesity. …”
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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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