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

বিষয়গুলি:

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

বিষয়গুলি:

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

বিষয়গুলি:

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

বিষয়গুলি:

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

বিষয়গুলি:

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

বিষয়গুলি:

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

বিষয়গুলি:

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

বিষয়গুলি:

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

বিষয়গুলি:

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

বিষয়গুলি:

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

বিষয়গুলি:

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

বিষয়গুলি:

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

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

বিষয়গুলি:

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

বিষয়গুলি:

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

বিষয়গুলি:

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

বিষয়গুলি:

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

বিষয়গুলি:

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

বিষয়গুলি:

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

বিষয়গুলি: