Epiretinal Membrane Is Associated with Diabetic Retinopathy Severity and Cumulative Anti-VEGF Injections by Shinji Kakihara, MD, PhD, Mohamed AbdelSalam, Kallista Zhuang, BS, Amani A. Fawzi, MD

“…After adjusting for explanatory variables, the logistic regression model identified DR severity and the number of injections as significant risk factors for ERM formation. …”
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IMPACT OF GOOD GOVERNANCE ON PERFORMANCE OF COOPERATIVES IN NEPAL by Drona Lal PURI, John WALSH

“…The collected data have been analyzed using SPSS (version 23). Statistical tools like regression, correlation and chi-square tests were applied. …”
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Machine learning algorithms of riverbed change and environments of the Lower Apalachicola River by Ali R. Alruzuq, Joann Mossa

“…There is an immediate need to identify the factors responsible for the changes. Hence, this research has attempted to analyze and identify natural and human factors in the Lower Apalachicola River (LAR) using the Difference of Digital Elevation Models (DoD) approach from 1960 to 2010, machine learning, and remote sensing data and techniques. …”
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ANALYSIS OF SOCIO-ECONOMIC CHARACTERISTICS AND DOMESTIC WATER DEMAND IN YELWA AREA OF BAUCHI METROPOLIS by THOMAS S., GHANI, Z. A.

“…Methods: Using systematic random and stratified sampling techniques, data were collected from 310 households via structured questionnaires, Analysis of Variance (ANOVA) and multiple regression analysis were employed to analyze the data. …”
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Predicting dietary management intention of patients with chronic kidney disease using protection motivation theory. by Huijie Li, Yueyi Deng, Yitong Huang, Holly Blake

“…<h4>Methods</h4>500 patients with CKD from a nephrology ward of a large teaching hospital in China completed a survey including measures of PMT constructs (i.e., perceived vulnerability, perceived severity, intrinsic and extrinsic rewards, self-efficacy, response efficacy, and response cost) using validated scales adapted from previous studies. Data were analyzed using confirmatory factor analysis and multiple linear regression.…”
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The relationship between motor competence and executive function as influenced by age, sex, and family socio-economic status by Behrouz Ghorbanzadeh, Behzad Mohammadi Orangi, Tolga Sahin

“…MC was measured using the BOT-2 test, and EF was assessed with the Stroop test. Data were analyzed using independent t-tests, one-way ANOVA, and linear regression analysis.ResultsFindings revealed that MC was higher in children compared to adolescents and young adults, and higher SES was associated with better MC, whereas sex had no significant effect on MC. …”
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PERILAKU KONSUMSI PANGAN SUMBER KARBOHIDRAT RUMAHTANGGA PETANI KELAPA SAWIT DI KECAMATAN KANDIS KABUPATEN SIAK by Heriyanto Heriyanto

“… This research generally aims to analyze the behavior of food consumption source of carbohydrate, specifically, this study aims to analyze the dominant factor and analyze the response of food consumption expenditure dominant source of carbohydrate for factors that influence it. …”
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Features of the Emotional Component of Essential Self-Regulation Associated with Women's Marital Satisfaction by Igor Kocharian, Daria Kuznetsova

“…It was found that among the four ways of emotional response, namely: effectiveness, ambivalence, optimum, and apathy, it is the latter - apathy - that has a significant inverse correlation with women's marital satisfaction. A single-factor linear regression analysis between the variables of apathy and marital satisfaction showed mutual influence, allowing us to speak of a vicious circle, where if a woman tends to respond with low emotional tone - apathetically, she will also be inclined to perceive the marriage without enthusiasm, and vice versa, when a woman perceives her marriage as unsatisfactory, it predisposes to apathy.…”
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Variation in frost resistance of ten poplar clones tested in eastern Ukraine by Vysotska Natalia

“…‘Ghoy’) were the most damaged by frost. The OLS regression model explained 64% of the variability in tissue damage, with clone and freezing temperature being the most influential factors (R2 = 0.640, Fstat = 17.49, p < 0.0001). …”
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Advancing Sustainable Urban Mobility in Oman: Unveiling the Predictors of Electric Vehicle Adoption Intentions by Wafa Said Al-Maamari, Emad Farouk Saleh, Suliman Zakaria Suliman Abdalla

“…It is based on a mixed methodology combining quantitative data from a questionnaire of 448 participants, analyzed using ordinal logistic regression, with qualitative thematic analysis of in-depth interviews with 18 EV owners. …”
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Radiotherapy improves survival in HER2-positive breast cancer with lung metastases: a retrospective study with artificial intelligence-based prognostic modeling by Tengfei Ren, Xiangkun Wang, Shengyuan Luo, Shengyuan Luo, Shanbao Ke

“…Overall survival (OS) was assessed using Kaplan–Meier curves and Cox regression. A least absolute shrinkage and selection operator (LASSO)-Cox model was developed to identify prognostic factors, and its performance was evaluated using risk score visualization, receiver operating characteristic (ROC) analysis, and decision curve analysis (DCA).ResultsRT significantly improved median OS both before (50.4 vs. 34.0 months, p &lt; 0.001) and after PSM (51.5 vs. 32.3 months, p &lt; 0.001). …”
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Clinical Characteristics and Prognostic Value of Circulating Plasma Cells in Newly Diagnosed Multiple Myeloma Patients in China by Geng C, Yang G, Zhou H, Zhang Z, Jian Y, Chen W, Li Y

“…Chuanying Geng, Guangzhong Yang, Huixing Zhou, Zhiyao Zhang, Yuan Jian, Wenming Chen, Yanchen Li Department of Hematology, Beijing Chaoyang Hospital, Capital Medical University, Beijing, People’s Republic of ChinaCorrespondence: Yanchen Li, Department of Hematology, Beijing Chaoyang Hospital, Capital Medical University, Beijing, 100020, People’s Republic of China, Tel +861052011227, Email lychen01@sina.comBackground: Newly diagnosed multiple myeloma (MM) patients with circulating plasma cells (CPC) had worse prognosis, and it was important to investigate the prognostic value of CPC for newly diagnosed MM.Methods: We retrospectively enrolled 718 patients with newly diagnosed MM and used propensity score matching to reduce the effect of different distributions of prognostic factors on the outcome.Results: We totally analyzed 718 patients included 103 (14.3%) patients with CPC and 615 (85.7%) patients without CPC. …”
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Impact of tertiary lymphoid structure-associated biomarkers on pancreatic cancer via a dual-disease analysis of psoriasis and pancreatic cancer by Hao Yu, Quan Yuan, Liu-Xing Feng, Jia-Huan Xu, Shen-Yuan Zhan, Zhi-min Li, Shuang-Jia Wang

“…Gene expression profiles from public databases were analyzed, and TLS-associated genes were subjected to Cox regression and Kaplan-Meier analyses. …”
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The mediating role of inflammation in the association between cotinine levels and remnant cholesterol: a cross-sectional study by Tianjie Lai, Zhihao Su, Gaoqiang Tian, Jingui Sun, Konghe Hu

“…Abstract Background Remnant Cholesterol (RC) has emerged as a significant risk factor for cardiovascular disease. However, the factors influencing RC levels remain incompletely understood. …”
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Positive preoperative circulating tumor cells level associated with lymph node metastasis in papillary thyroid carcinoma patients with capsular invasion by Ming Yu, Jiaqin Deng, Yihua Gu, Yeqian Lai, Zhijuan Zheng

“…Logistic regression analyses were used to evaluate the relationship between CTCs and LNM after adjusting for confounding factors. …”
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Maternal age and progesterone levels at trigger day as independent predictors of clinical pregnancy in poor ovarian responders undergoing IVF/ICSI: a retrospective analysis by Xingyu Sun, Lijuan He, Ling Liu, Shaohua Wang

“…Demographic data, ovarian stimulation details, cycle outcomes, and hormonal levels at trigger day were analyzed. Multivariate logistic regression was performed to identify independent predictors of clinical pregnancy.ResultsOf the 652 patients analyzed, the clinical pregnancy rate was 5.5%. …”
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Exploration in association between vitamin D and cutaneous melanoma and explainable machine learning prediction by Lingyi Li, Man Luo

“…Self-reported melanoma data, serum vitamin D levels, and other covariates were downloaded and analyzed. Analysis of variance in this study was performed using t-tests and chi-square tests, modelling was performed using logistic regression based on NHANES weights, and other risk factors were analyzed using forest plots. …”
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Machine learning algorithms as early diagnostic tools for prolonged operative time in patients with fluorescent laparoscopic cholecystectomy: a retrospective cohort study by Chu Wang, Chu Wang, JunYe Wen, ZiYi Su, HanXiang Yu

“…Parameters screened by univariate and multifactor analysis and LASSO regression were incorporated into the model, and the optimal model was analyzed and determined by integrating 11 Ml classification models.ResultsThe 85 min or more was defined as prolonged OT, and 29% (223/726) of patients had prolonged OT. …”
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A fall risk prediction model based on the CHARLS database for older individuals in China by Xue-Zhen Liang, Jin-Lian Chai, Guang-Zheng Li, Wei Li, Bo-Chun Zhang, Zhong-Qi Zhou, Gang Li

“…Thirty-eight indicators including biological factors, behavioral factors and health status were analyzed in this study. …”
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A study on the clinical value of prophylactic contralateral central lymph node dissection in patients with cT1-T2N1b unilateral papillary thyroid cancer by Suqiong Lin, Rongliang Qiu, Yujuan Tang, Xiaoquan Hong, Qiangbin Ding, Ke Li, Ende Lin, Penghao Kuang, Jinbo Fu, Jinbo Fu, Guoyang Wu

“…Multifactorial analysis was performed using logistic regression to analyze the risk factors for CCLNM in patients with cT1-T2N1b unilateral PTC. …”
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