Supplementary file 1_Machine learning algorithms for individualized prediction of prognosis in breast cancer liver metastases and the prognostic impact of primary tumor surgery: a... حسب Chunmei Chen (1531813)

"…Accurate prognostic tools are needed to estimate survival and support individualized management.…"

Supplementary file 2_Machine learning algorithms for individualized prediction of prognosis in breast cancer liver metastases and the prognostic impact of primary tumor surgery: a... حسب Chunmei Chen (1531813)

"…Accurate prognostic tools are needed to estimate survival and support individualized management.…"

Supplementary file 1_Healthcare deprivation matters: a novel framework to unveil the influencing mechanisms of aging anxiety and healthcare utilization.docx حسب Zhiyi Luo (22424863)

"…</p>Methods<p>Based on large-scale data from the 2021 Chinese General Social Survey (CGSS), the study employs a Double Machine Learning (DML) method to build a causal inference model. The random forest algorithm is used to estimate the marginal effect of aging anxiety on healthcare utilization. …"

Image_2_A Novel Strategy for Predicting 72-h Mortality After Admission in Patients With Polytrauma: A Study on the Development and Validation of a Web-Based Calculator.tif حسب Song Chen (69646)

Image_1_A Novel Strategy for Predicting 72-h Mortality After Admission in Patients With Polytrauma: A Study on the Development and Validation of a Web-Based Calculator.tif حسب Song Chen (69646)

Data_Sheet_1_A Novel Strategy for Predicting 72-h Mortality After Admission in Patients With Polytrauma: A Study on the Development and Validation of a Web-Based Calculator.docx حسب Song Chen (69646)

Table1_Development and validation of a prognostic prediction model for iron metabolism-related genes in patients with pancreatic adenocarcinoma.DOCX حسب Wenhan Wei (14325063)

"…The clinicopathological characteristics of age, histologic grade, pathologic stage, T stage, residual tumor, and primary therapy outcome were all worse in patients with a higher risk-score. …"

Table2_Development and validation of a prognostic prediction model for iron metabolism-related genes in patients with pancreatic adenocarcinoma.XLSX حسب Wenhan Wei (14325063)

"…The clinicopathological characteristics of age, histologic grade, pathologic stage, T stage, residual tumor, and primary therapy outcome were all worse in patients with a higher risk-score. …"

DataSheet1_Development and validation of a prognostic prediction model for iron metabolism-related genes in patients with pancreatic adenocarcinoma.ZIP حسب Wenhan Wei (14325063)

"…The clinicopathological characteristics of age, histologic grade, pathologic stage, T stage, residual tumor, and primary therapy outcome were all worse in patients with a higher risk-score. …"

Table3_Development and validation of a prognostic prediction model for iron metabolism-related genes in patients with pancreatic adenocarcinoma.XLSX حسب Wenhan Wei (14325063)

"…The clinicopathological characteristics of age, histologic grade, pathologic stage, T stage, residual tumor, and primary therapy outcome were all worse in patients with a higher risk-score. …"

Data Sheet 1_Assessment of stress hyperglycemia ratio to predict mortality in critically ill patients with sepsis: a retrospective cohort study from the MIMIC-IV database.docx حسب Dong Xia (54339)

"…The robustness of the results was verified via multivariate adjustments, multicollinearity, least absolute shrinkage and selection operator (LASSO), and the Boruta algorithm method. …"