Barely Significant
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KSDiffusion: conditional diffusion for kinase-specific phosphorylation site prediction under data-limited and imbalanced regimes.

Brief Bioinform · 2026 · PMC13200545 · PMID 42184115

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a clear trendno p-value reported
Why diffusion-based augmentation is most effective under data scarcity Our empirical results reveal a clear trend: diffusion-based augmentation substantially improves performance in low- and medium-data regimes.

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