Functional enrichment analysis of the 28 DNB genes identified for ESCC. od Fatemeh Keikha (20917848)

Daljnji autori: “…Chuanyuan Wang (22676721)…”

Quantitative performance comparison of our method and five multilayer network ranking baselines on the GAC dataset across multiple evaluation metrics. od Fatemeh Keikha (20917848)

Daljnji autori: “…Chuanyuan Wang (22676721)…”

Simulation networks and gene expression analysis across disease states. od Fatemeh Keikha (20917848)

Daljnji autori: “…Chuanyuan Wang (22676721)…”

UpSet diagram illustrating the overlap of DNBs selected by our method and top-ranked genes by the 13 baseline centrality-based ranking algorithms. od Fatemeh Keikha (20917848)

Daljnji autori: “…Chuanyuan Wang (22676721)…”

Mean expression levels of biomarker genes across various disease states. od Fatemeh Keikha (20917848)

Daljnji autori: “…Chuanyuan Wang (22676721)…”

Overview of the TransMarker framework for identifying DNBs from single cell time course data. od Fatemeh Keikha (20917848)

Daljnji autori: “…Chuanyuan Wang (22676721)…”

UMAP visualizations of extracted CD8⁺ T and CD4⁺ T cell barcodes, employed for downstream subsequent single-cell trajectory and classification analyses.... od Fatemeh Keikha (20917848)

Daljnji autori: “…Chuanyuan Wang (22676721)…”

Comparison of Gene Discovery and Performance Evaluation with Baseline Methods. od Fatemeh Keikha (20917848)

Daljnji autori: “…Chuanyuan Wang (22676721)…”

Ablation studies and performance evaluation under varying training conditions. od Fatemeh Keikha (20917848)

Daljnji autori: “…Chuanyuan Wang (22676721)…”

Robustness of TransMarker concerning the selection and completeness of the prior knowledge network. od Fatemeh Keikha (20917848)

Daljnji autori: “…Chuanyuan Wang (22676721)…”

Case study on Esophageal Squamous Cell Carcinoma (ESCC). od Fatemeh Keikha (20917848)

Daljnji autori: “…Chuanyuan Wang (22676721)…”

Functional enrichment analysis of the DNBs identified for GAC. od Fatemeh Keikha (20917848)

Daljnji autori: “…Chuanyuan Wang (22676721)…”

Gene regulatory networks for different states of GAC post-rewiring. od Fatemeh Keikha (20917848)

Daljnji autori: “…Chuanyuan Wang (22676721)…”

Classification performance across the three simulation settings. od Fatemeh Keikha (20917848)

Daljnji autori: “…Chuanyuan Wang (22676721)…”

Robustness analysis of the entropic regularization parameter in the Gromov–Wasserstein alignment step of TransMarker. od Fatemeh Keikha (20917848)

Daljnji autori: “…Chuanyuan Wang (22676721)…”

classification results on simulated datasets and biomarkers and classification results for GAC dataset. od Fatemeh Keikha (20917848)

Daljnji autori: “…Chuanyuan Wang (22676721)…”