Environnement routier et blessés cyclistes résultant d’une collision avec un véhicule : quels facteurs de risque dans un milieu régional faiblement densifié ? by Marie-Soleil Cloutier, Ryan Séguin, Nicolas Saunier

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Glasgow coma scale pupil score (GCS-P) and the hospital mortality in severe traumatic brain injury: analysis of 1,066 Brazilian patients by Melina Moré Bertotti, Evandro Tostes Martins, Fernando Zanela Areas, Helena Dresch Vascouto, Norma Beatriz Rangel, Hiago Murilo Melo, Katia Lin, Emil Kupek, Felipe Dal Pizzol, Alexandra J. Golby, Roger Walz

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Spatial variations and determinants of vitamin A and iron rich food consumption among Bangladeshi children aged 6–23 months by Fahmida Sultana Rima, Satyajit Kundu, Sumaiya Tarannum, Tabita Jannatul, Azaz Bin Sharif

“…Spatial patterns were analyzed with ArcGIS version 10.8 and associated factors were assessed using multilevel mixed effect logistic regression model. …”
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Association Between Platelet and Cerebral Small Vessel Disease: A Secondary Analysis Based on a Retrospective Cross‐Sectional Study in Korean Adults by Shujuan Huang, Hanbo Chen, Linbo Cai, Zhaoxi Liu, Zhanbo Yu, Yuqin Dan, Danghan Xu, Yunxuan Huang

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Trend analysis and future predictions of global burden of alzheimer’s disease and other dementias: a study based on the global burden of disease database from 1990 to 2021 by Miao Hao, Jiajun Chen

“…Methods We examined global, regional, and national data on AD and other dementias, focusing on incidence, prevalence, and Disability-Adjusted Life Years (DALYs). Joinpoint regression analysis was employed to identify significant changes in trends over time. …”
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Comparative efficacy of photodynamic therapy (PDT), ranibizumab, aflibercept monotherapy, and combination therapies for polypoidal choroidal vasculopathy: a network meta-analysis o... by Miguel A. Quiroz-Reyes, Erick A. Quiroz-Gonzalez, Miguel A. Quiroz-Gonzalez, Virgilio Lima-Gomez

“…This systematic review and meta-analysis aimed to evaluate the effectiveness of combination treatments that include antivascular endothelial growth factor (anti-VEGF) agents, such as ranibizumab and aflibercept, along with photodynamic therapy (PDT), in comparison to monotherapy options for managing PCV. …”
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Differentiation of Pneumocystis jirovecii pneumonia from colonization: a clinical decision framework incorporating risk stratification and next-generation sequencing thresholds by Xiaoyan Sun, Peng Zhang, Kaiyu Zhang

“…Results Of the 292 patients included in the analysis (210 diagnosed with PJP and 82 classified as colonized), those with PJP had significantly higher rates of immunosuppression (64.4% vs. 9.9%, P < 0.001) and markedly increased P. jirovecii sequence counts from NGS (median: 1,686 vs. 4, P < 0.001).Human immunodeficiency virus coinfection, decreased lymphocyte count, elevated BDG levels, and increased LDH levels were identified as independent risk factors for PJP. …”
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Trends in the disease burden of early-onset cancers in China from 1990 to 2021: a systematic analysis of the 2021 Global Burden of Disease study by Jicun Zhu, Tiandong Li, Jiajun Chen, Wenhua Xue, Shuhong Liang, Chen Xie, Xiting Han, Weiwei Hao, Yixin He, Gaoxing Qiao, Xiaoran Duan, Lifeng Li, Jie Zhao

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Influence of seasonality on excursion demand: statistical approach by Liudmyla Hutsal, Valentyna Stoliar

“…Based on the data, a regression and correlation analysis was performed to identify the key factors that affect fluctuations in the demand for excursions in different seasons of the year. …”
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China diverges from global trends in a 30 year comparative analysis and future projections of ischemic heart disease burden attributable to high LDL cholesterol by Jianing Liu, Kai Wang

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Association between Respiratory Function and Possible Sarcopenia in Community-Dwelling Elderly Population by SUN Zihan, FANG Leiwen, ZHOU Ting, LUO Sheng, YANG Xiaoling, LIU Juan, WANG Hongxing, YAO Jie

“…MIP, MEP, and FVC were positively correlated with gait speed (<italic>P</italic>&lt;0.05). Logistic regression analysis identified age, alcohol consumption history, BMI, MIP, FEV₁ and FEV₁/FVC as independent risk factors for possible sarcopenia (<italic>P</italic>&lt;0.05).ConclusionElderly individuals with possible sarcopenia exhibit significant declines in respiratory function. …”
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Bioinformatics identification and validation of m6A/m1A/m5C/m7G/ac4 C-modified genes in oral squamous cell carcinoma by Cheng-Hui Lu, Xue-Lai Yin, Zhuo-Deng Huang, Si-Ang Lv, Jun Wu, Jie Wei

“…A total of 49 RRGs were analyzed for differential expression. We then performed Lasso analysis, as well as univariate and multivariate Cox regression analyses, followed by Kaplan-Meier survival analysis to identify relevant prognostic genes and establish a risk-prognosis model. …”
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Clinical features and mortality risk in Acute Ischemic Stroke with COVID-19: a multicenter-based comparative analysis of elderly and younger populations in Saudi Arabia by Daniyah A. Almarghalani, Mohammad S. Alzahrani, Faisal F. Alamri, Alqassem Y. Hakami, Ahmed I. Fathelrahman

“…Multivariate logistic regression analysis was used to determine the key factors associated with mortality. …”
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Tranexamic acid did not attenuate the acute rise in plasma syndecan-1 in a severely injured cohort: a laboratory analysis of the PATCH clinical trial by Elissa M. Milford, Dusan Marjanovic, Heidi Ho, Steven Wallis, Dominik F. Draxler, Biswadev Mitra, Russell L. Gruen, Robert Medcalf, Stephen Bernard, Colin McArthur, Marc Meagele, Brian Burns, Dashiell Gantner, Michael C. Reade

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Cerebrospinal Fluid Leakage Combined with Blood Biomarkers Predicts Poor Wound Healing After Posterior Lumbar Spinal Fusion: A Machine Learning Analysis by Pang Z, Ou Y, Liang J, Huang S, Chen J, Huang S, Wei Q, Liu Y, Qin H, Chen Y

“…In the test group, logistic regression analysis, support vector machine (SVM), random forest (RF), decision tree (DT), XGboost, Naïve Bayes (NB), k-Nearest Neighbor (KNN), and Multi-Layer Perceptron (MLP) were used to identify specific variables. …”
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Inequalities and Determinants of Quality Antenatal Care Coverage Among Women of Reproductive Age (15–49) in Tanzania: A Cross‐Sectional Analysis of National Data by Sanun Ally Kessy, Sophia A. Kagoye, Jovin R. Tibenderana, Ahmed Yusuph Nyaki, Rachel N. Manongi, Innocent B. Mboya

“…Quality ANC coverage (ANCq) was measured using seven indicators, with scores ≥ 7 classified as adequate. Log‐linear regression models were used to determine factors associated with ANCq using Stata version 18.0. …”
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Burden of laryngeal cancer in China caused by smoking from 1990 to 2021 and predictions for 2035: An age-period-cohort analysis of global burden of disease study 2021 by Xue Gu, Xiaopeng Sun, Xiao Ren, Yu Li, Yingying Fang, Hui Song, Pingli Luo, Mengfan Yuan

“…Methods Data on LC attributable to smoking in China, stratified by sex, age, and year, were obtained from the 2021 Global Burden of Disease (GBD) study to conduct a secondary data analysis. Joinpoint regression was used to analyze trends in the burden of LC attributable to smoking in China from 1990 to 2021. …”
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Machine learning prediction of preterm birth in women under 35 using routine biomarkers in a retrospective cohort study by Xiaojing Teng, Mengting Liu, Zhiyi Wang, Xueyan Dong

“…A retrospective cohort of 2606 cases (2019–2022) equally split between full-term and preterm births was analyzed. Logistic Regression, LightGBM, Gradient Boosting Decision Tree (GBDT), and XGBoost models were evaluated. …”
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Dynamic trend analysis of global psoriasis burden from 1990 to 2021: a study of gender, age, and regional differences based on GBD 2021 data by Jikui Xiong, Tiankuo Xue, Meng Tong, Libo Xu, Bingxue Bai

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Efficacy analysis of comprehensive rehabilitation therapy based on the Gesell developmental schedules among infants with global developmental delay of different ages: a retrospecti... by Dan Liu, Mo Duan, Cuiying Chen, Jianhua Xue, Ling Yue

“…All patients received at least 3 months of comprehensive rehabilitation therapy, and the GDS was used to assess pre- and post-treatment efficacy.ResultsAccording to the logistic regression analysis, age at initial diagnosis, prematurity, and neonatal asphyxia were identified as risk factors for poor prognosis (OR &gt; 1, p &lt; 0.05). …”
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