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

Matèries:

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

Matèries:

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

Matèries:

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

Matèries:

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

Matèries:

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

Matèries:

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

Matèries:

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

Matèries:

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

Matèries:

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

Matèries:

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

Matèries:

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

Matèries:

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

Matèries:

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

Matèries:

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

Matèries:

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

Matèries:

Supplementary Results for Table 2 (b) and Fig 3. per Chen Lin (95910)

Matèries:

Attack success rates (%) of adversarial attacks against six models. ^* indicates the white-box attacks. per Chen Lin (95910)

Matèries:

Logarithm of loss and attack success rates (%) of Diff-AdaNAG, Diff-PGD, and PGD on various numbers of iterations. per Chen Lin (95910)

Matèries:

Attack success rates (%) of adversarial attacks against twelve models. ^* indicates the white-box attacks. per Chen Lin (95910)

Matèries: