Risk Factors for Acute Febrile Reaction after Zoledronic Acid Treatment for Primary Osteoporosis by WU Hongliang, ZHENG Sihang, ZHANG Enchong, HOSSAIN Mohammad Showkat, GONG Helong, XING Ruida, JING Shengjie, LI Yan

“…Multivariate <italic>Logistic</italic> regression analysis was conducted and ROC curve was drawn to explore the main risk factors for acute febrile reaction.ResultsThe 175 cases (33.85%) developed acute febrile reaction, most of which occurred within 36 hours after treatment, mainly low and moderate fever (&lt;39 ℃), and the duration was generally no more than 60 hours. …”
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The Interannual Cyclicity of Precipitation in Xinjiang During the Past 70 Years and Its Contributing Factors by Wenjie Ma, Xiaokang Liu, Shasha Shang, Zhen Wang, Yuyang Sun, Jian Huang, Mengfei Ma, Meihong Ma, Liangcheng Tan

“…Two approaches, multivariate linear regression and the Random Forest model, were employed to ascertain the relative significance of each factor influencing Bands I and II, respectively. …”
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The Predictive Factors of Acne Scarring and Post-Inflammatory Hyperpigmentation: A Retrospective Cohort Study by Alamri A, Alzahrani D, Alharbi G, Jan R, Alsubaie LA, Alghamdi A, Abualola AH, Jfri A

“…While extensive research has focused on treatment modalities, there is a notable gap in understanding the factors contributing to the development of acne scarring and post-inflammatory hyperpigmentation (PIH).Purpose: This study was conducted to identify the factors contributing to the development of acne scarring and post-inflammatory hyperpigmentation (PIH).Patients and Methods: This retrospective cohort study, conducted at King Abdulaziz Medical City, Jeddah, Saudi Arabia, analyzed data from patients with acne vulgaris between 2016 and 2023 using the hospital’s health information system, BESTCare. …”
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Risk factors and prognosis of silent cerebral infarction after transcatheter aortic valve replacement by Shuguang Wu, Yi Liu, Tingting Ni, Tao Lv, Yuanyuan Yao, Min Yan

“…Multivariate logistic regression was used to identify risk factors associated with SCI. …”
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Enhancing Performance and Quality of Transmission Through Knowledge-Driven Machine Learning-Based FWM Mitigation by Sudha Sakthivel, Muhammad Mansoor Alam, Aznida Abu Bakar Sajak, Mazliham Mohd Su'ud, Mohammad Riyaz Belgaum

“…The accuracy of the proposed SMR-DWDM system is confirmed by validating it with various FWM mitigating factors monitored by Optical Spectrum Analyzer (OSA) and Bit Error Rate (BER) analyzers. …”
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Modeling the determinants of cigarette consumption in Iranian households with children under 5 years of age using the Income and Expenditure Survey 2021 by Shakila Bagheri, Naser Kamyari, Saeed Hesam, Maryam Seyedtabib

“…A three-level ZIGP regression model is appropriate for analyzing these complex relationships. …”
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RELATIONSHIP BETWEEN THE FACTORS AFFECTING EXERCISE BEHAVIOR AND PHYSICAL FITNESS AMONG UNIVERSITY STUDENTS by Aungkana Boonsem, Anan Malarat, Sathin Prachanban

“…This research consisted of the questionnaire and physical fitness test of five items on the Body Mass Index, Sit and Reach, Hand Grip Strength,60 Second Chair Stand and 3-Minute Step Up and Down. The data were analyzed using an independent t-test, One-Way ANOVA, One-Way ANCOVA and Multiple Regression Analysis, with a statistically significant level of 0.05. …”
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Influential Factors of Respectful Maternity Care and Its Relationship with Women’s Future Fertility Decisions by Samaneh Youseflu, Maryam Moradi, Zahra Toghyani, Farzaneh Saadatmand, Maryam Gharib, Zohreh Haghighat-dana, Masoumeh Jalili, Shahnaz Kohan

“…Data were collected using convenience sampling method by a sociodemographic and obstetric checklist and a standard Respectful Maternity Care (RMC) questionnaire and analyzed with descriptive statistics and the linear regression model (95% confidence level). …”
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Prevalence and Associated Factors of Infertility among Married Couples of Kunnathukal Panchayath in Trivandrum District by M S Vannya, Blessed Singh, Christopher Usha, Suba Y Joice, Jibin V. Gladston

“…The aim of this study was to estimate the prevalence of infertility and its associated factors among married couples residing at Kunnathukal Panchayath in Trivandrum district. …”
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Factors of treatment success in psychotherapy: a within-therapist analysis of early session processes by Yan Zhu, Mark J. Hilsenroth

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Fast Prediction for Roll Motion of a Damaged Ship Based on SVR by LIU Han, SU Yan, ZHANG Guoqiang

“…The support vector regression (SVR) algorithm is used to model the rolling motion database for identification, exploring the relationship between the operating condition factors and coefficients in the equation of roll motion. …”
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Factors influencing women’s satisfaction with well-woman services at the Manhyia Government Hospital, Ghana by Agnes Ampofo Agyei, Seth Amponsah-Tabi, Edward Tieru Dassah, Eric Sarpong Ansong, Maxwell Kankam, Amponsah Peprah, Charles Senaya, John Jude Kweku Annan, Roderick Larsen Reindorff, Henry S Opare-Addo

“…A face-to-face interview was conducted for every woman included in the study. Data were analyzed using multivariable logistic regression analysis. p -Value for statistical significance was set at p  < 0.05. …”
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Predictive Factors for Fetal Growth Restriction in Patients with Preeclampsia: A Clinical Prediction Study by Yan M, Li F, Jun S, Li L, You W, Hu L

“…Clinical data, including demographic characteristics, laboratory parameters, intrapartum complications and neonatal outcomes, were collected and analyzed. We employed least absolute shrinkage and selection operator (LASSO) logistic regression to identify independent risk factors for FGR. …”
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Econometric predictive model for assessing the functional state of students during the examination period: a cross-sectional exploratory pilot study by I. S. Knyazhev, L. V. Karaulova, O. V. Reztsov, A. P. Spitsin

“…The present study investigates factors associated with the adaptation potential of the cardiovascular system, develops multiple regression models for the dependence of the adaptive potential on these factors, and compares the significance of the linear model with non-linear ones. …”
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A three-stage machine learning and inference approach for educational data by Ting Da

“…Abstract A central task in educational studies is to uncover factors that drive a student’s academic performance. …”
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Clinical Profile and Factors Determining the Final Visual Outcome of Patients Presenting with Ocular Trauma by Poonam Lavaju, Badri Prasad Badhu, Sangeeta Shah

“…On multivariate analysis using binary logistic regression, the factors affecting the final outcome were initial VA (p=0.004, OR 0.063, CI: 0.010-0.380), lens status (p=0.037, OR: 2.54, CI 1.05-6.148) secondary glaucoma (p=0.035, OR 6.44, CI: 1.13-36.44), group (OGI vs CGI, p=0.001) and hyphaema (p=0.020). …”
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Factors influencing medical insurance participation and satisfaction among non-standard workers in China by Weiqian Wu, Yanbing Zeng

“…Based on Andersen’s model and logistic regression analysis, this study examined the factors influencing their insurance enrollment and analyzed the satisfaction level with medical insurance policies among those who participated. …”
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The risk factors affecting effect of extracorporeal shock wave lithotripsy for pancreatic duct stones by Sammad Abdul, Xiaofei Jiao, Chunying Wu

“…Results The Sex, maximum CT value, and volume of pancreatic duct stones were statistically significant in both groups. Binary logistic regression analysis showed that female sex, maximum CT value, and volume of pancreatic duct stones were independent risk factors affecting incomplete ESWL fragmentation in pancreatic duct stones. …”
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Patterns of health literacy and influencing factors differ by age: a cross-sectional study by Da Hae Kwon, Young Dae Kwon

“…Sociodemographic, health behavior, and healthcare utilization variables were analyzed. Statistical analyses, including chi-square tests, t-tests, and multiple regression analyses, explored the relationships between health literacy and factors influencing it across different age groups. …”
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Individual factors are associated with musculoskeletal pain and discomfort in workers from a beverage company by Vinícius Restani de Castro, Marisa de Cássia Registro Fonseca, Lisandra Vanessa Martins

“…ABSTRACT Work-related musculoskeletal disorders may be associated with several risk factors. This study objective was to analyze the association of occupational risk factors and individual factors with musculoskeletal pain/discomfort in workers who performed dynamic loading activities as well as static postural functions in a beverage company that offers ergonomics and workplace exercises program to all employees. …”
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