Image 2_Leveraging the integration of bioinformatics and machine learning to uncover common biomarkers and molecular pathways underlying diabetes and nephrolithiasis.tif حسب Xudong Shen (205653)

"…Functional enrichment analysis was performed, alongside the construction of protein-protein interaction (PPI) networks and transcription factor (TF)-gene interaction networks.…"

Image 3_Leveraging the integration of bioinformatics and machine learning to uncover common biomarkers and molecular pathways underlying diabetes and nephrolithiasis.tif حسب Xudong Shen (205653)

"…Functional enrichment analysis was performed, alongside the construction of protein-protein interaction (PPI) networks and transcription factor (TF)-gene interaction networks.…"

Image 1_Leveraging the integration of bioinformatics and machine learning to uncover common biomarkers and molecular pathways underlying diabetes and nephrolithiasis.tif حسب Xudong Shen (205653)

"…Functional enrichment analysis was performed, alongside the construction of protein-protein interaction (PPI) networks and transcription factor (TF)-gene interaction networks.…"

Image 4_Leveraging the integration of bioinformatics and machine learning to uncover common biomarkers and molecular pathways underlying diabetes and nephrolithiasis.tif حسب Xudong Shen (205653)

"…Functional enrichment analysis was performed, alongside the construction of protein-protein interaction (PPI) networks and transcription factor (TF)-gene interaction networks.…"

Supplementary file 1_Identification and validation of biomarkers in gastric cancer-associated membranous nephropathy: Insights from comprehensive bioinformatics analysis and machin... حسب Qianqian Xu (731060)

"…LASSO regression and Random Forest algorithms were used to identify hub genes associated with GC-related MN. …"

Table 1_Identification and validation of biomarkers in gastric cancer-associated membranous nephropathy: Insights from comprehensive bioinformatics analysis and machine learning.xl... حسب Qianqian Xu (731060)

"…LASSO regression and Random Forest algorithms were used to identify hub genes associated with GC-related MN. …"

Table 1_Leveraging the integration of bioinformatics and machine learning to uncover common biomarkers and molecular pathways underlying diabetes and nephrolithiasis.docx حسب Xudong Shen (205653)

"…Functional enrichment analysis was performed, alongside the construction of protein-protein interaction (PPI) networks and transcription factor (TF)-gene interaction networks.…"

Image 5_Leveraging the integration of bioinformatics and machine learning to uncover common biomarkers and molecular pathways underlying diabetes and nephrolithiasis.tif حسب Xudong Shen (205653)

"…Functional enrichment analysis was performed, alongside the construction of protein-protein interaction (PPI) networks and transcription factor (TF)-gene interaction networks.…"

Data Sheet 1_Identification and validation of biomarkers in gastric cancer-associated membranous nephropathy: Insights from comprehensive bioinformatics analysis and machine learni... حسب Qianqian Xu (731060)

"…LASSO regression and Random Forest algorithms were used to identify hub genes associated with GC-related MN. …"

Table 1_Metabolic-stem cell crosstalk in PD: NK1 cells as key mediators from a bioinformatics perspective.xlsx حسب Junxin Zhao (16721864)

"…Our analytical workflow entailed: differential expression screening, functional enrichment, protein–protein interaction (PPI) network construction, and machine learning (ML) algorithms.…"

Data Sheet 1_Metabolic-stem cell crosstalk in PD: NK1 cells as key mediators from a bioinformatics perspective.pdf حسب Junxin Zhao (16721864)

"…Our analytical workflow entailed: differential expression screening, functional enrichment, protein–protein interaction (PPI) network construction, and machine learning (ML) algorithms.…"

Supplementary Material for: FCGR3A Drives Innate Immune Activation via M1 Macrophage Polarization in Pediatric IBD حسب figshare admin karger (2628495)

"…Hub genes were determined using protein–protein interaction (PPI) networks, least absolute shrinkage and selection operator regression, and random forest algorithms. …"

Image 1_Immune-molecular nexus in reproductive disorders: mechanisms linking POI and RSA.pdf حسب Chen Chen (6544)

"…The comprehensive evaluation includes functional annotation, protein-protein interaction (PPI) network, transcription factor (TF) gene regulatory network, microRNA (miRNA) gene regulatory network. …"

Table 1_ENO1-related gene signature predicts prognosis and therapeutic response in diffuse large B-cell lymphoma.docx حسب Wenli Yan (9235217)

"…Here, we integrated multi-omics profiling (RIP-seq, RNA-seq, and protein interactome analysis) to identify ERGs and established a prognostic model by machine learning algorithms.…"

Data Sheet 4_The role and machine learning analysis of mitochondrial autophagy-related gene expression in lung adenocarcinoma.pdf حسب Binyu Wang (7375019)

"…Machine learning algorithms identified COASY, FTSJ1, and MOGS as pivotal genes. …"

Data Sheet 5_The role and machine learning analysis of mitochondrial autophagy-related gene expression in lung adenocarcinoma.zip حسب Binyu Wang (7375019)

"…Machine learning algorithms identified COASY, FTSJ1, and MOGS as pivotal genes. …"

Data Sheet 1_The role and machine learning analysis of mitochondrial autophagy-related gene expression in lung adenocarcinoma.zip حسب Binyu Wang (7375019)

"…Machine learning algorithms identified COASY, FTSJ1, and MOGS as pivotal genes. …"

Data Sheet 2_The role and machine learning analysis of mitochondrial autophagy-related gene expression in lung adenocarcinoma.pdf حسب Binyu Wang (7375019)

"…Machine learning algorithms identified COASY, FTSJ1, and MOGS as pivotal genes. …"

Data Sheet 3_The role and machine learning analysis of mitochondrial autophagy-related gene expression in lung adenocarcinoma.pdf حسب Binyu Wang (7375019)

"…Machine learning algorithms identified COASY, FTSJ1, and MOGS as pivotal genes. …"

Table 3_Identification of genes associated with disulfidptosis in the subacute phase of spinal cord injury and analysis of potential therapeutic targets.xlsx حسب Shenglong Wang (569676)

"…A protein–protein interaction (PPI) network was constructed, and Mfuzz clustering analyzed temporal expression patterns. …"