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

Խորագրեր:

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

Խորագրեր:

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

Խորագրեր:

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

Խորագրեր:

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

Խորագրեր:

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

Խորագրեր:

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

Խորագրեր:

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

Խորագրեր:

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

Խորագրեր:

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

Խորագրեր:

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

Խորագրեր:

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

Խորագրեր:

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

Խորագրեր:

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

Խորագրեր:

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

Խորագրեր:

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

Խորագրեր: