Image 6_Multidisciplinary analysis of the prognosis and biological function of NUBPL in gastric cancer.tif حسب Luqian Liu (10814985)

"…Meanwhile, the ESTIMATE algorithm was used for immune infiltration analysis and prediction of immunotherapy response, and the Genomics of Drug Sensitivity in Cancer (GDSC) database was utilized for the drug sensitivity analysis of NUBPL. …"

Image 1_Multidisciplinary analysis of the prognosis and biological function of NUBPL in gastric cancer.tif حسب Luqian Liu (10814985)

"…Meanwhile, the ESTIMATE algorithm was used for immune infiltration analysis and prediction of immunotherapy response, and the Genomics of Drug Sensitivity in Cancer (GDSC) database was utilized for the drug sensitivity analysis of NUBPL. …"

Image 2_Multidisciplinary analysis of the prognosis and biological function of NUBPL in gastric cancer.tif حسب Luqian Liu (10814985)

"…Meanwhile, the ESTIMATE algorithm was used for immune infiltration analysis and prediction of immunotherapy response, and the Genomics of Drug Sensitivity in Cancer (GDSC) database was utilized for the drug sensitivity analysis of NUBPL. …"

Table 3_Integrative modeling of malignant epithelial programs in EGFR-mutant LUAD via single-cell transcriptomics and multi-algorithm machine learning.xlsx حسب Weiran Zhang (411189)

"…Pseudotime trajectories were constructed using Monocle2, and branch-specific genes were extracted for functional analysis. …"

Table 2_Integrative modeling of malignant epithelial programs in EGFR-mutant LUAD via single-cell transcriptomics and multi-algorithm machine learning.xlsx حسب Weiran Zhang (411189)

"…Pseudotime trajectories were constructed using Monocle2, and branch-specific genes were extracted for functional analysis. …"

Image 3_Integrative modeling of malignant epithelial programs in EGFR-mutant LUAD via single-cell transcriptomics and multi-algorithm machine learning.tif حسب Weiran Zhang (411189)

"…Pseudotime trajectories were constructed using Monocle2, and branch-specific genes were extracted for functional analysis. …"

Image 2_Integrative modeling of malignant epithelial programs in EGFR-mutant LUAD via single-cell transcriptomics and multi-algorithm machine learning.tif حسب Weiran Zhang (411189)

"…Pseudotime trajectories were constructed using Monocle2, and branch-specific genes were extracted for functional analysis. …"

Image 1_Integrative modeling of malignant epithelial programs in EGFR-mutant LUAD via single-cell transcriptomics and multi-algorithm machine learning.tif حسب Weiran Zhang (411189)

"…Pseudotime trajectories were constructed using Monocle2, and branch-specific genes were extracted for functional analysis. …"

Table 1_Integrative modeling of malignant epithelial programs in EGFR-mutant LUAD via single-cell transcriptomics and multi-algorithm machine learning.xlsx حسب Weiran Zhang (411189)

"…Pseudotime trajectories were constructed using Monocle2, and branch-specific genes were extracted for functional analysis. …"

Data Sheet 1_Identification of ALDH2 as a novel target for the treatment of acute kidney injury in kidney transplantation based on WGCNA and machine learning algorithms and explora... حسب Jinpu Peng (748597)

"…Second, machine learning algorithms were utilized to identify the key genes among them, and the HPA database was used to explore the expression landscape. …"

Model construction and validation (A) Construction of the model based on multiple machine learning algorithms. حسب Chengting Wu (21485612)

Image 2_Screening key genes for intracranial aneurysm rupture using LASSO regression and the SVM-RFE algorithm.tif حسب Qi Wu (263110)

"…Differentially expressed genes (DEGs) were screened using the limma package. Functional enrichment analysis was performed, and a PPI network was constructed. …"

Table 1_Screening key genes for intracranial aneurysm rupture using LASSO regression and the SVM-RFE algorithm.xlsx حسب Qi Wu (263110)

"…Differentially expressed genes (DEGs) were screened using the limma package. Functional enrichment analysis was performed, and a PPI network was constructed. …"

Image 3_Screening key genes for intracranial aneurysm rupture using LASSO regression and the SVM-RFE algorithm.tif حسب Qi Wu (263110)

"…Differentially expressed genes (DEGs) were screened using the limma package. Functional enrichment analysis was performed, and a PPI network was constructed. …"

Image 4_Screening key genes for intracranial aneurysm rupture using LASSO regression and the SVM-RFE algorithm.tif حسب Qi Wu (263110)

"…Differentially expressed genes (DEGs) were screened using the limma package. Functional enrichment analysis was performed, and a PPI network was constructed. …"

Image 1_Screening key genes for intracranial aneurysm rupture using LASSO regression and the SVM-RFE algorithm.jpeg حسب Qi Wu (263110)

"…Differentially expressed genes (DEGs) were screened using the limma package. Functional enrichment analysis was performed, and a PPI network was constructed. …"

Schematic diagram of the atomic function . حسب Xiang Tian (4369285)

Matlab code of a function used in S2 File. حسب Hiroko Kato Solvang (5718250)

Data Sheet 2_Identification and validation of HOXC6 as a diagnostic biomarker for Ewing sarcoma: insights from machine learning algorithms and in vitro experiments.zip حسب Yonghua Pang (20998022)

"…Additionally, the GSE68776 dataset was used for external validation. To identify key diagnostic genes, we applied three machine learning algorithms: least absolute shrinkage and selection operator (LASSO), support vector machine recursive feature elimination (SVM-RFE), and random forest (RF).…"

Data Sheet 1_Identification and validation of HOXC6 as a diagnostic biomarker for Ewing sarcoma: insights from machine learning algorithms and in vitro experiments.zip حسب Yonghua Pang (20998022)

"…Additionally, the GSE68776 dataset was used for external validation. To identify key diagnostic genes, we applied three machine learning algorithms: least absolute shrinkage and selection operator (LASSO), support vector machine recursive feature elimination (SVM-RFE), and random forest (RF).…"