scKAN: interpretable single-cell analysis for cell-type-specific gene discovery and drug repurposing via Kolmogorov-Arnold networks.

While a positive trend exists, confirming that the importance score effectively captures strong differential expression signals, the distribution also reveals that numerous genes with high importance scores exhibit only modest fold changes.

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