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