-
1
Functional enrichment analysis of the 28 DNB genes identified for ESCC.
Julkaistu 2025Muut tekijät: “…Chuanyuan Wang (22676721)…”
-
2
Quantitative performance comparison of our method and five multilayer network ranking baselines on the GAC dataset across multiple evaluation metrics.
Julkaistu 2025Muut tekijät: “…Chuanyuan Wang (22676721)…”
-
3
Simulation networks and gene expression analysis across disease states.
Julkaistu 2025Muut tekijät: “…Chuanyuan Wang (22676721)…”
-
4
UpSet diagram illustrating the overlap of DNBs selected by our method and top-ranked genes by the 13 baseline centrality-based ranking algorithms.
Julkaistu 2025Muut tekijät: “…Chuanyuan Wang (22676721)…”
-
5
Mean expression levels of biomarker genes across various disease states.
Julkaistu 2025Muut tekijät: “…Chuanyuan Wang (22676721)…”
-
6
Overview of the TransMarker framework for identifying DNBs from single cell time course data.
Julkaistu 2025Muut tekijät: “…Chuanyuan Wang (22676721)…”
-
7
UMAP visualizations of extracted CD8<sup> + </sup> T and CD4<sup> + </sup> T cell barcodes, employed for downstream subsequent single-cell trajectory and classification analyses....
Julkaistu 2025Muut tekijät: “…Chuanyuan Wang (22676721)…”
-
8
Comparison of Gene Discovery and Performance Evaluation with Baseline Methods.
Julkaistu 2025Muut tekijät: “…Chuanyuan Wang (22676721)…”
-
9
Ablation studies and performance evaluation under varying training conditions.
Julkaistu 2025Muut tekijät: “…Chuanyuan Wang (22676721)…”
-
10
Robustness of TransMarker concerning the selection and completeness of the prior knowledge network.
Julkaistu 2025Muut tekijät: “…Chuanyuan Wang (22676721)…”
-
11
Case study on Esophageal Squamous Cell Carcinoma (ESCC).
Julkaistu 2025Muut tekijät: “…Chuanyuan Wang (22676721)…”
-
12
Functional enrichment analysis of the DNBs identified for GAC.
Julkaistu 2025Muut tekijät: “…Chuanyuan Wang (22676721)…”
-
13
Gene regulatory networks for different states of GAC post-rewiring.
Julkaistu 2025Muut tekijät: “…Chuanyuan Wang (22676721)…”
-
14
Classification performance across the three simulation settings.
Julkaistu 2025Muut tekijät: “…Chuanyuan Wang (22676721)…”
-
15
Robustness analysis of the entropic regularization parameter in the Gromov–Wasserstein alignment step of TransMarker.
Julkaistu 2025Muut tekijät: “…Chuanyuan Wang (22676721)…”
-
16
classification results on simulated datasets and biomarkers and classification results for GAC dataset.
Julkaistu 2025Muut tekijät: “…Chuanyuan Wang (22676721)…”