Low Expression of FFAR2 in Peripheral White Blood Cells May Be a Genetic Marker for Early Diagnosis of Acute Myocardial Infarction by Jianjun Ruan, Heyu Meng, Xue Wang, Weiwei Chen, Xiaomin Tian, Fanbo Meng

“…The FFAR2 mRNA level correlated positively with the HDL-C level (p<0.01). Logistic regression analysis suggested that the low expression of the FFAR2 gene in peripheral blood may be a risk factor for AMI independent of age, family history of diabetes, fasting blood glucose level, and HDL-C level (p=0.025). …”
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Evaluation of linear, nonlinear and ensemble machine learning models for landslide susceptibility assessment in southwest China by Bingwei Wang, Qigen Lin, Tong Jiang, Huaxiang Yin, Jian Zhou, Jinhao Sun, Dongfang Wang, Ran Dai

“…Linear models represented by logistic regression (LR), nonlinear models represented by support vector machine (SVM), artificial neural network (ANN) and classification 5.0 decision tree (C5.0 DT), and ensemble models represented by random forest (RF) and categorical boosting (Catboost) were selected. …”
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The impact of preoperative venous thromboembolism on patients undergoing TURBT: Perioperative outcomes and healthcare costs from US insurance claims data by Anas S. Tresh, Francesco Del Giudice, Shufeng Li, Satvir Basran, Ettore De Berardinis, Dalila Carino, Valerio Santarelli, Bernardo Rocco, Maria Chiara Shighinolfi, Roman Mayr, Matteo Ferro, Riccardo Autorino, Gabriele Bignante, Felice Crocetto, Biagio Barone, Renate Pichler, José Daniel Subiela, Jorge Caño Velasco, Marco Moschini, Andrea Mari, Andrea Gallioli, Francesco Soria, Simone Albisinni, Wojciech Krajewski, Jan Łaszkiewicz, Łukasz Nowak, Tomasz Szydełko, Benjamin Challacombe, Rajesh Nair, Benjamin I. Chung

“…Patients and Methods Patients aged ≥18 years with a BCa diagnosis undergoing TURBT were identified in the Merative® Marketscan® Research de‐identified databases between 2007 and 2021. Multivariable logistic regression adjusted by relevant perioperative confounders was used to investigate the association between diagnosis of VTE before TURBT and 90‐day complication rates, new postoperative VTE events, re‐hospitalization, and total hospital expenditures (2021 US dollars). …”
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Value of triglyceride glucose-body mass index in predicting nonalcoholic fatty liver disease in individuals with type 2 diabetes mellitus by Xiaoyi Qian, Wenwen Wu, Boyang Chen, Simin Zhang, Chunmei Xiao, Long Chen, Jun Chen, Jun Chen, Lingli Ke, Meian He, Xiulou Li, Xiulou Li, Xiulou Li

“…The Mann-Whitney U test was used for comparing non-normally distributed continuous data between groups, while the Chi-square test was used for categorical data. Logistic regression analysis was performed to evaluate the effect of BMI, TyG index, and TyG-BMI index on NAFLD. …”
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Attitudes of radiologists and interns toward the adoption of GPT-like technologies: a National Survey Study in China by Tianyi Xia, Shijun Zhang, Ben Zhao, Ying Lei, Zebin Xiao, Bingwei Chen, Junhao Zha, Yaoyao Yu, Zhijun Wu, Chunqiang Lu, Tianyu Tang, Yang Song, Yuancheng Wang, Shenghong Ju

“…The questionnaire covered respondent characteristics, opinions on using GPT-like technologies (in clinical practice, training and education, environment and regulation, and development trends), and their attitudes toward these technologies. Logistic regression was conducted to identify underlying factors associated with the attitude. …”
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Predictors of Colorectal Cancer Screening and Screening Modalities among Patients seen at Federally Qualified Health Centers Funded by the United States Health Resources and Servic... by Megan R.M. Aaronson, Nadereh Pourat, Connie Lu, Jayraan Badiee, Helen Yu-Lefler, Benjamin Picillo, Hank Hoang, Folasade P. May

“…We performed generalized multilevel logistic regression and multinomial regression to measure associations between our independent variables and receipt of any CRC screening and of screening modalities. …”
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Association of chronic heart failure with mortality in old intensive care patients suffering from Covid‐19 by Raphael Romano Bruno, Bernhard Wernly, Georg Wolff, Jesper Fjølner, Antonio Artigas, Bernardo Bollen Pinto, Joerg C. Schefold, Detlef Kindgen‐Milles, Philipp Heinrich Baldia, Malte Kelm, Michael Beil, Sigal Sviri, Peter Vernon vanHeerden, Wojciech Szczeklik, Arzu Topeli, Muhammed Elhadi, Michael Joannidis, Sandra Oeyen, Eumorfia Kondili, Brian Marsh, Finn H. Andersen, Rui Moreno, Susannah Leaver, Ariane Boumendil, Dylan W. De Lange, Bertrand Guidet, Hans Flaatten, Christian Jung, COVIP study group

“…Associations of heart failure characteristics with the 30 day mortality were analysed in univariate and multivariate logistic regression analyses. Pre‐existing CHF was reported in 566 of 3917 patients (14%). …”
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Prediction model and scoring system for in-hospital mortality risk in infants with heart failure aged 1–36 months: A retrospective case-control study by Meng Wei, Shuai Shang, Huasheng Lv, Xiaoyan Liang, Yanmei Lu, Baopeng Tang

“…Results: Using the Lasso regression method, this study selected the best 14 variables from 88 independent variables of infants and toddlers with heart failure. Multivariate Logistic regression results show that TP < 65 g/L (OR = 2.34), pH < 7.35 (OR = 2.79), and Respiratory rate (1–12 months: <30times/min and 13–36 months: <25times/min, OR = 2.34) are independent risk factors. …”
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Regional disparities in the use of intensive chemotherapy for AML in the Netherlands: does it influence survival? by Hester F Lingsma, David van Klaveren, Arjan A van de Loosdrecht, Anna van Rhenen, Otto Visser, Valery E P P Lemmens, Nikki van Leeuwen, Gerwin Huls, Z L Rana Kaplan, Eduardus F M Posthuma, Danielle van Lammeren-Venema, Tjeerd J F Snijders, Catharina H M J van Elssen, Peter A von dem Borne, Nicole M A Blijlevens, Jan J Cornelissen, Marc H G P Raaijmakers, Avinash G Dinmohamed

“…Regional variance was assessed for the entire population and age subgroups (ie, ≤60 years and &gt;60 years) using multivariable mixed effects logistic and Cox proportional hazard regression analyses, expressed via median OR (MOR) and median HR (MHR).Results Including all adult AML patients from 2014 to 2018 (N=4060 patients; 58% males; median age, 70 years), 1761 (43%) received ICT. …”
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Impact of Preoperative and Intraoperative Factors on Postoperative Outcomes in Patients with Colorectal Cancer: A 10-Year Retrospective Study by Lucian Flavius Herlo, Ioana Golu, Alexandra Herlo, Claudia Raluca Balasa Virzob, Ionescu Alin, Stela Iurciuc, Ionut Eduard Iordache, Luana Alexandrescu, Doina Ecaterina Tofolean, Raluca Dumache

“…Statistical analyses were performed using chi-square tests for categorical variables and t-tests for continuous variables. Multivariate logistic regression was used to identify independent predictors of postoperative complications and mortality. …”
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The relevance of a multidomain geriatric assessment in older patients with heart failure by Emma E.F. Kleipool, Julia H.I. Wiersinga, Marijke C. Trappenburg, Albert C. vanRossum, Carmen S. vanDam, Su‐San Liem, Mike J.L. Peters, M. Louis Handoko, Majon Muller

“…The following geriatric domains were assessed: physical function, nutrition, polypharmacy, cognition, and dependency in activities of daily living. Logistic regression analyses adjusted for age, sex, diabetes and kidney function assessed 3 month risk of adverse health outcomes (emergency department visits, hospital admissions, and/or death) according to HF severity, physical frailty, and number of affected domains. …”
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Mortality risk prediction model in AIDS patients with pneumocystis pneumonia in China by Xi Wang, Letian Liu, Wen Wang, Yang Zhang, Hui Chen, Zhangli Wang, Jianwei Li, Yue Gao, Yanqun Huang, Lijun Sun, Tong Zhang, Aixin Li

“…Prediction variables were screened with Multivariate logistic regression analysis and Lasso regression model. …”
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Demographic variation and socioeconomic inequalities in all forms of malnutrition among children aged 6 months to 9 years: findings from the Vietnamese General Nutrition Survey 202... by J Bernadette Moore, Xiaodong Lin, Louise Dye, Van Khanh Tran, Yun Yun Gong, Xiaomian Tan, Pui Yee Tan, Somphos Vicheth Som, Son Duy Nguyen, Do Tranh Tran, Nga Thuy Tran, Samantha Caton, Hannah Ensaff, Geoffry Smith

“…Determinants of malnutrition were assessed using logistic regressions, reported as OR with 95% CIs.Results At national level, 12.7%, 10.5% and 4.7% of children were stunted, underweight and wasted/thin, while 7.3% and 7.1% were overweight and obese, respectively. …”
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Genetic Predisposition and Salt Sensitivity in a Chinese Han Population: The EpiSS Study by Kuo Liu, Bo Xi, Zheng Liu, Han Qi, Bin Liu, Jie Zhang, Han Cao, Yuxiang Yan, Min Zhao, Yan He, Ling Zhang

“…A modified Sullivan’s acute oral saline load and diuresis shrinkage test was used to detect salt sensitivity. Logistic regression was used to estimate the joint effect of the SNPs on SS both overall and after stratification by hypertension. …”
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CAD-Q (COPD-Asthma Differentiation Questionnaire): Performance of a new diagnostic score to differentiate between COPD and asthma in adults by Alejandra Lozano-Forero, Eduardo Tuta-Quintero, Alirio R. Bastidas, Blanka Pacheco, Juan Cordero, Kamil Faizal, Miguel Molina, Irma Méndez, Andrés Cardona, Nicoll Navarro, Gabriela Bonilla, Manuela Franco, Juan Samboní, Julio de La Hoz, Georgina Doumat, David Portilla, Hannah Eljach

“…Relevant clinical variables for diagnosing COPD and asthma were identified through crude Odds Ratios (OR) and a logistic regression model provided adjusted ORs. The CAD-Q, including sensitivity, specificity, predictive values, likelihood ratios, and ROC-curve, was compared to the LFQ, CDQ, PUMA, “Could it be COPD,” and COPD-PS questionnaires. …”
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Prognostic value of inflammatory markers for all-cause mortality in patients with acute myocardial infarction in the coronary care unit: a retrospective study based on MIMIC-IV dat... by Fen Cao, Jun-jun Jiang, Gui Zhang, Jun Liu, Ping Xiao, Yang Tian, Wei Zhang, Sheng Zhang, Feng Hou, Zhong-Wu Bao, Kun Wu, Yong-zhi Zhu

“…Various clinical and laboratory data were extracted. Logistic regression models were employed to determine the correlation between NLR and in-hospital mortality, 30-day mortality, and 90-day mortality. …”
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Relationship between obesity indicators and hypertension–diabetes comorbidity among adults: a population study from Central China by Li Li, Ling Li, Ying Wang, Wenwen Wu, Xiaodong Tan, Fen Yang, Jinru Yang, Yifan Wu, Donghan Sun, Ziling Ni, Yaofei Xie

“…Eventually, 25 356 participants were available for the present analysis.Main outcome measures Data were subjected to univariable and multivariable logistic regression to examine the association between obesity indicators (body mass index (BMI), waist circumference (WC) and waist-to-height ratio (WHtR)) and HDC prevalence. …”
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Occupational skin diseases among bricklayers and brick masons in a resource poor setting, Southwest Nigeria: prevalence and correlates – a case–control study by Michael Gbenga Israel, Oluwaseyi Kikelomo Israel, Adeolu Oladayo Akinboro, Peter Kehinde Uduagbamen, Sebastien S Oiwoh, Olanrewaju Olayemi, Fatai O Olanrewaju, Mufutau M Oripelaye, Stephen Olawale Aiyedun, Olumayowa Oninla, Olayinka Olasode, Olaniyi Onayemi

“…Data were analysed using descriptive statistics, the prevalence of OCD and other OSD were determined, χ2 test and logistic regression were obtained. A p&lt;0.05 was considered as statistically significant.Results The mean age of the bricklayers/brick masons was 39.74±17.03 years, while that of the control group was 40.04±17.24 years. …”
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Blood-based prognostic scores and early dynamics under immunotherapy to select patients with metastatic solid tumors for continuing immune check-point inhibition: a prospective lon... by Javier García-Corbacho, Alberto Indacochea, Iván Victoria, Débora Moreno, Laura Angelats, Azucena E. González Navarro, Laura Mezquita, Fara Brasó-Maristany, Patricia Galván, Begoña Mellado, Nuria Viñolas, Tamara Sauri, Miquel Nogué, Barbara Adamo, Joan Maurel, Estela Pineda, Lydia Gaba, Oscar Reig, Neus Basté, Esther Sanfeliu, Manel Juan, Aleix Prat, Francesco Schettini

“…The primary endpoint was identifying the best score to predict rapid PD (≤ 4 months) with ICI using logistic regressions accounting for tumor type, and receiving operators characteristics (ROC) with area under curve (AUC), accompanied by an extensive comparison of the score performances in the prediction of overall survival (OS), progression-free survival (PFS), overall response rates (ORR) and durable clinical benefit (DCB). …”
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Effectiveness of the Chronic Care Model in Type 2 Diabetes Management in a Community Health Service Center in China: A Group Randomized Experimental Study by Jing-Xia Kong, Lin Zhu, Hong-Mei Wang, Ying Li, An-Ying Guo, Chao Gao, Yan-Yao Miao, Ting Wang, Xiao-Yang Lu, Hong-Hong Zhu, Donald L. Patrick

“…Data of health behaviors, clinical outcomes, and health-related quality of life (Short-Form 36-item questionnaire) were collected before and after a 9-month intervention and analyzed using descriptive statistics, t-test, chi-square test, binary logistic regression, and linear mixed regression. A total of 258 patients (134 in intervention and 124 in control) who completed the baseline and follow-up evaluations and the entire intervention were included in the final analyses. …”
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