Table_1_Construction of a risk screening and visualization system for pulmonary nodule in physical examination population based on feature self-recognition machine learning model.X... by Fang Tian (360682)

“…We developed a machine learning model using the XGBoost algorithm and employed an improved sooty tern optimization algorithm (ISTOA) for feature selection. The significance of the selected features was evaluated through univariate analysis and multivariable logistic stepwise regression analysis. …”

Data Sheet 1_Development and validation of a nomogram for predicting low bone mineral density in male patients with ankylosing spondylitis.doc by Xiaotong Yang (638629)

“…Interaction analyses revealed that neither lipid levels nor disease stage significantly modified the effects of BMI and SUA (all interaction p > 0.4).…”

Image 1_Interplay of population mobility, healthcare resources, and spatiotemporal clustering: epidemiology and prevention strategies for HIV among blood donors in Zhejiang, China.... by Danxiao Wu (12281939)

“…Multivariate logistic regression, spatiotemporal scan statistics (SaTScan), estimated annual percentage change (EAPC) modeling, and correlation analyses were applied. …”

Data Sheet 1_Interplay of population mobility, healthcare resources, and spatiotemporal clustering: epidemiology and prevention strategies for HIV among blood donors in Zhejiang, C... by Danxiao Wu (12281939)

“…Multivariate logistic regression, spatiotemporal scan statistics (SaTScan), estimated annual percentage change (EAPC) modeling, and correlation analyses were applied. …”

Image 2_Interplay of population mobility, healthcare resources, and spatiotemporal clustering: epidemiology and prevention strategies for HIV among blood donors in Zhejiang, China.... by Danxiao Wu (12281939)

“…Multivariate logistic regression, spatiotemporal scan statistics (SaTScan), estimated annual percentage change (EAPC) modeling, and correlation analyses were applied. …”

Data Sheet 1_SEER-based hypothesis-generating research for minimum lymph node evaluation in early-stage pancreatic ductal adenocarcinoma patients.pdf by Heng Xu (244639)

“…We also demonstrated significant prognostic effects and predictive models for the truncated values of ELNs using multivariate Cox regression. …”

Eligibility flow diagram. by Martin Chakulya (21354907)

“…Multivariable logistic regression identified factors associated with anaemia.…”

Latent Tuberculosis Infection in Focus: Evaluating Public Concerns, Treatment Perceptions, and Awareness in King Sabatha Dalindyebo Local Municipality, Eastern Cape, South Africa by lindiwe modest faye (22549995)

“…Lack of awareness emerged as the leading barrier (62.4%; 95% CI: 56.2–68.3; p < 0.0001), followed by fear of side effects (14.7%) and stigma (13.9%). Correlation analysis revealed a weak but significant association between understanding of consequences and reduced informational barriers (r = 0.186; 95% CI: 0.064–0.307; p = 0.0035). …”

Data and R scripts for: Plant species diversity and dominant plant functional types control productivity in a reclaimed mineland prairie by G. Matt Davies (11028363)

“…Results showed that, with the exception of C4 grasses, few originally seeded species were present. Significant differences in species richness existed as a function of the interacting effects of seed mix type and fertilization treatment. …”

Supplementary file 1_Association between volatile organic compound co-exposure and the prevalence of rheumatoid arthritis: a nationwide cross-sectional study.docx by Tian Ren (8829494)

“…Background<p>Environmental contaminants, especially volatile organic compounds (VOCs) and their metabolites (mVOCs), are of significant interest for treating autoimmune diseases due to their potential immunomodulatory effects. …”

Supplementary file 2_Association between volatile organic compound co-exposure and the prevalence of rheumatoid arthritis: a nationwide cross-sectional study.docx by Tian Ren (8829494)

“…Background<p>Environmental contaminants, especially volatile organic compounds (VOCs) and their metabolites (mVOCs), are of significant interest for treating autoimmune diseases due to their potential immunomodulatory effects. …”

Image2_Biosorption of methylene blue by bone meal: experimental and modeling with machine learning and full factorial design.PDF by Leandro Goulart de Araujo (19690771)

“…FT-IR, XRD, and ICP analyses indicated ion exchange as a significant mechanism of adsorption. In desorption studies, H₂SO₄ was the most effective agent, achieving 68.72% desorption efficiency. …”

Data_Sheet_1_Regional variation in growth and survival responses to atmospheric nitrogen and sulfur deposition for 140 tree species across the United States.PDF by Rebecca M. Dalton (7058708)

“…We then assigned these relationships into broad categories of vulnerability and used ordinal logistic regressions to explore the covariates associated with vulnerability in growth and survival to N and S deposition. …”

Table 2_The association between cumulative adverse childhood experiences and ultra-processed food addiction is moderated by substance use disorder history among adults seeking outp... by David A. Wiss (13873583)

“…However, the differential association of ACEs with UPFA by lifetime SUD history and ACEs with EDs by weight suppression— the discrepancy between an individual’s highest and current weight/BMI in adulthood— have not been examined. Using logistic regression and marginal effects analysis, this cross-sectional study aimed to assess (1) cumulative ACEs as a risk factor for screening positive for UPFA and EDs, (2) lifetime SUD history as a moderator of the ACE-UPFA relationship, and (3) weight suppression as a moderator of the ACE-ED relationship. …”

Data Sheet 1_A data-informed cascading consequence modeling framework for hurricane-induced petrochemical facility disruptions.pdf by Kendall M. Capshaw (9130166)

“…<p>Pollutant emissions due to hurricane-induced petrochemical infrastructure disruptions pose a significant threat to the public health of fenceline communities and the surrounding environment. …”

Table 1_Predictive biomarkers for cardiometabolic risk in postmenopausal women: insights into visfatin, adropin, and adiponectin.docx by Anna Maria Cybulska (17306560)

“…Preliminary multivariate linear regression analysis revealed a positive correlation between circulating visfatin and IL-6 levels. …”

Supplementary file 2_Relationships between the menstrual cycle and neuropsychiatric and physical symptoms in females with Tourette syndrome.docx by Daisy T. Noriega-Makarskyy (20703083)

“…Univariable and multivariable logistic regression demonstrated that higher current tic severity and impairment as well as co-occurring cycle-related mood and anxiety changes significantly predicted the presence of self-reported tic fluctuations during the menstrual cycle.…”

Table 1_Explore potential immune-related targets of leeches in the treatment of type 2 diabetes based on network pharmacology and machine learning.xlsx by Tairan Hu (21086501)

“…Introduction<p>Type 2 diabetes mellitus (T2DM) is a chronic metabolic disorder that poses a significant global health burden due to its profound effects on systemic physiological homeostasis. …”

Key hyperparameter settings of the model. by Yuan Han (1267323)

“…An integrated Cubist regression tree model is developed using ecological environment data from the QTP and multi-source environmental monitoring data from 2019 to 2023. …”

Constant parameters and their values. by Abdulsalam A. Al-Tamimi (21387762)

“…<div><p>The application of additive manufacturing technologies for producing parts from polymer composite materials has gained significant attention due to the ability to create fully functional components that leverage the advantages of both polymer matrices and fiber reinforcements while maintaining the benefits of additive technology. …”