X2Graph converts tabular genetic and clinical samples into knowledge-graph-structured inputs for graph neural networks, reporting strong cancer subtyping accuracy on small TCGA datasets.
Scalable and loosely-coupled multimodal deep learn- ing for breast cancer subtyping,
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X2Graph for Cancer Subtyping Prediction on Biological Tabular Data
X2Graph converts tabular genetic and clinical samples into knowledge-graph-structured inputs for graph neural networks, reporting strong cancer subtyping accuracy on small TCGA datasets.