Trends of road traffic mortality in Tehran city during 2012-2021 by Amir Kavousi, Khaled Rahmani, Ali Moradi, Fatemeh Darabi, Mohammad Razeghi

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Analysis of the detection status and influencing factors of breast nodules in women in Zhangjiakou by YANG Xinhua, DOU Yandong, JI Lina

“…Objective To explore the epidemiological characteristics and influencing factors of breast nodules in females undergoing health examinations in Zhangjiakou area.Methods Women who underwent breast ultrasound examinations at Zhangjiakou First Hospital from January 2019 to December 2021 were collected as the research subjects, basic data were collected and analyzed, and breast nodule progression was observed during a one-year follow-up, multivariate Logistic regression was applied to analyze the influencing factors of female breast nodule disease and progression.Results A total of 16,282 women were included in the physical examination, of which 3,272 had breast nodules, with an incidence rate of 20.10%, and among them, 906 were classified as BI-RADS grade  1, 1,365 as BI-RADS grade 2, 531 as BI-RADS grade 3, and 470 as BI-RADS grade 4. …”
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Clinical analysis on risk factors and prognosis of early post-traumatic epilepsy by Zaiming LIU, Qianxue CHEN, Zhibiao CHEN, Junmin WANG, Daofeng TIAN, Long WANG, Baohui LIU, Shenqi ZHANG

“…Their full clinical data were collected. Single factor analysis and logistic regression analysis of risk factors related to EPTE were performed. …”
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A Crime Data Analysis of Prediction Based on Classification Approaches by Fatima Shaker Hussain, Abbas Fadhil Aljuboori

“…With a large rise in crime globally, there is a necessity to analyze crime data to bring down the rate of crime. …”
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Analysis of the current situation of ICU nurses' moral disengagement and influencing factors by Juanfeng He, Yalin Zhang, Fang Zhang, Xue Yang, Xi Zhang

“…The questionnaire survey was conducted using a general information questionnaire, a moral disengagement scale, a moral resilience scale, and a moral disengagement energy scale, and multiple linear stepwise regression was used to analyze the influencing factors of ICU nurses' moral disengagement. …”
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Analysis of risk factors of respiratory and cardiac arrest after medullary infarction by ZOU Xuan, JING Xi⁃yue, ZHAO Wen⁃juan

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Clinical Characteristics and Analysis of Risk Factors Associated with Rhabdomyolysis in Snakebite Victims by Wang FZ, Xiang SH, Lin SQ, Qian FQ, Zhang QX, Geng MH, Deng JX, Wu SC

“…The clinical characteristics, treatment, and prognostic outcomes of both groups were statistically analyzed, with the aim of interpreting the risk factors associated with snakebites concurrent with RM through logistic regression analysis.Results: Snakebite incidents commonly manifest during the summer and autumn seasons, predominantly affecting middle-aged and elderly populations, with injuries mostly occurring in the limbs. …”
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Related Factor Analysis and Nursing Strategies of Diarrhea in Critically Ill Patients with Enteral Nutrition by Donglian Liu, Qinghong Liu, Xiansong Wen

“…By collecting clinical data, univariate and multivariate logistic regression analysis was used to screen the risk factors for diarrhea. …”
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Analysis of Factors Affecting Customer Loyalty of Meatball Stalls in the City of Bandung by Fitriyani Fitriyani, Aryanto Aryanto, Evan Jaelani

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Affecting analysis of business risk factors to profitability of construction companies in Vietnam by Tran Thi Hoai Thuong, Huynh Thi Minh Truc

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University Students Stress Detection During Final Report Subject by Using NASA TLX Method and Logistic Regression by Alfita Khairah, Melinda, Iskandar Hasanuddin, Didi Asmadi, Riski Arifin, Rizka Miftahujjannah

“…In addition, the logistic regression analysis applied in this study succeeded in developing a predictive model with an accuracy of 94% in identifying students' stress conditions. …”
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Comparing importance-performance analysis and three-factor theory in assessing rider satisfaction with transit by Jason Cao, Xiaoshu Cao

“…For the three-factor theory, the importance grid yields more plausible results than regression with dummy variables. …”
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Efficiency optimization of a hybrid Savonius-Darrieus hydrokinetic turbine via regression modeling and CFD-based design of experiments by Mateo Arrieta-Gomez, Sebastián Vélez-García, Diego Hincapié Zuluaga, Juan C. Tejada, Daniel Sanin-Villa

“…This study presents the evaluation and optimization of a hybrid Savonius-Darrieus hydrokinetic turbine through the numerical analysis of a design of experiments. The objective was to improve the turbine's efficiency by analyzing the impact of coupling angle (θ), radius ratio (RR), and tip-speed ratio (TSR) on its performance. …”
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Simulation of the Bankruptcy Event of Companies Associated with a Business Group by V. V. Lopatenko, A. M. Karminsky

“…To select factors and build a model, approaches used in statistics and machine learning were used to obtain unbiased and effective estimates, independent of the sample generating these estimates. …”
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Building a risk prediction model for anastomotic leakage postoperative low rectal cancer based on Lasso-Logistic regression by Zhenhao Quan, Lin Lin, Renwei Huang, Kaiyu Sun, Feipeng Xu

“…The data of each group were collected, and the influencing factors of AL in patients postoperative with rectal cancer in the training set were analyzed by Lasso-Logistic regression model. …”
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Identifying small thymomas from other asymptomatic anterior mediastinal nodules based on CT images using logistic regression by Wenfeng Feng, Runlong Lin, Wenzhe Zhao, Haifeng Cai, Jingwu Li, Yongliang Liu, Lixiu Cao, Lixiu Cao

“…Receiver operating characteristic (ROC) curves and decision curve analysis (DCA) were used to compare the performance of the model and individual risk factors in the internal testing set. …”
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Analysis of Risk Factors Affecting Skin Mastocytosis in Children: Cross-Sectional Study by Elena I. Kasikhina, Larisa S. Kruglova, Mariya O. Vashchenko, Roman Y. Mayorov

“…The aim of the study was to analyze risk factors associated with clinical manifestations and regression time of skin mastocytosis in children.Methods. …”
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Spatial and multilevel analysis of determinant factors for safely managed sanitation services in Ethiopia by Belay Desye, Abebe Kassa Geto, Chala Daba, Anmut Endalkachew Bezie, Semere Reda, Tadesse Sisay, Melaku Getachew, Leykun Berhanu

“…SaTScan version 10.2.5 software was used for detecting and analyzing clusters. To identify determinant factors of unimproved sanitation services, a multilevel logistic regression model was employed. …”
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Unveiling Patient Satisfaction: Analysis of Factor Influencing Patient-Centered Care At Bunda Margonda Hospital by Putu Agus Sujana Putra, NLP Dina Susanti, Made Rismawan, Made Dian Shanti Kusuma

“…In the non-BPJS group, age (p = 0.029) and marital status (p = 0.024) were significant factors. Logistic regression analysis revealed that length of stay was the most influential factor for BPJS patients (aOR = 2.3; p = 0.023), whereas marital status was the primary factor for non-BPJS patients (aOR = 1.3; p = 0.024). …”
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Association analysis of the triglyceride-glucose index with carotid atherosclerotic plaques by Shuping CHEN, Weiting TANG, Tian LAN, Jinlong LI, Qi XU, Lingqiao QIN, Qiuan ZHONG

“…The correlation between the TyG index and the occurrence of CAP in the population with varying characteristics was analyzed using LASSO regression, multifactorial logistic regression, and linear trend tests. …”
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