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

主題:

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

主題:

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

主題:

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

主題:

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

主題:

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

主題:

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

主題:

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

主題:

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

主題:

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

主題:

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

主題:

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

主題:

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

主題:

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

主題:

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

主題:

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

主題: