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  1. 701

    A Data Mining Approach Identified Salivary Biomarkers That Discriminate between Two Obesity Measures by Ping Shi, J. Max Goodson

    Published 2019-01-01
    “…For a random cohort of over 700 subjects from 8137 Kuwait children (10.00 ± 0.67 years), four data mining methods were applied to identify important variables associated with obesity, including logistic regression by lasso regularization (Lasso), multivariate adaptive regression spline (MARS), random forests (RF), and boosting classification trees (BT). …”
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  2. 702

    Study on displacement by integrating acceleration of vibration screening excitation platform based on EBKA-TVF-EMD by Chenggang Deng, Hongji Dong

    Published 2025-02-01
    “…Then, the EBKA is utilized to find the optimal combination of parameters of TVF-EMD (i.e., B-spline function and the bandwidth threshold). Simulation results confirm that EBKA-TVF-EMD effectively reconstructs acceleration signals, with significantly lower errors than conventional methods (TVF-EMD and PSO-TVF-EMD), even under varying noise and trend conditions. …”
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    Muscle quality index is correlated with insulin resistance and type 2 diabetes mellitus: a cross-sectional population-based study by Mengye Zhang, Hao Lin, Xue Xu

    Published 2025-02-01
    “…To explore the correlation between MQI, IR and T2DM, multivariate logistic regression, receiver operating characteristic (ROC) curve, subgroup analysis, and restricted cubic spline regression were employed. Results A total of 2816 American adults were enrolled in this study, among whom 1264 (44.9%) had IR, and 300 (10.7%) had T2DM. …”
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  5. 705

    Sex differences in the association between lipids and cognitive function in older adults by Jiahao Chen, Yinming Wang, Wenyan Guo, Muyuan Jiang, Zixuan Gai, Huinan Zhang, Mulei Chen, Yifan Fan

    Published 2024-12-01
    “…Multiple linear regression models and restricted cubic spline curve fitting were used. Results: Overall, low HDL-C levels were negatively associated with DSST scores in every group. …”
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  6. 706

    Effect of Admission Serum Calcium Levels and Length of Stay in Patients with Acute Pancreatitis: Data from the MIMIC-III Database by Dongyan Wang, Xiaoyan Guo, Wenwen Xia, Zhijuan Ru, Yihai Shi, Zhengyu Hu

    Published 2022-01-01
    “…Clinical data for 3156 patients diagnosed with AP were obtained from the Multiparametric Intelligent Monitoring in Intensive Care III (MIMIC-III) database. Restricted cubic spline curve (RCS) functions of dose-response analysis curves and logistic regression analysis were used to analyze the relationship between admission serum calcium levels and the LOS. …”
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    Association of CVAI, LAP and SMI with risk of haematological toxicity after immunochemotherapy in patients with DLBCL: a retrospective study by Caifeng Liao, Hurong Lai, Yansong Tu, Ling He, Chuyang Lin, Huaijun Tu, Jian Li

    Published 2025-01-01
    “…The multivariable-adjusted restricted cubic spline curves and subgroup interaction analyses further confirmed the robustness of these findings. …”
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  11. 711

    Correlation between blood pressure control status and cognitive impairment in older adults: A national cross-sectional study. by Junxiu Yao, Shengshu Wang, Meiling Li, Baomei Song, Cong Lan, Jianjun Jia, Yongjian Yang

    Published 2025-01-01
    “…Bivariate Logistic regression analysis and restricted cubic spline (RCS) model were used to analyze the relationship between blood pressure control and cognitive impairment. …”
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