Evaluating the Impact of Attention Mechanisms on a Fine-Tuned Neural Network for Magnetic Resonance Imaging Tumor Classification: A Comparative Analysis.

Cureus · 2025 · PMC12008990 · PMID 40255713

Europe PMC DOI

hedged sentence

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closest p · 1.0× alpha

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boldest claim

The sentences

did not reach statistical significancep > 0.05actually significant

Although SE demonstrated higher test statistics for glioma classification, the differences did not reach statistical significance compared to other models (p > 0.05).

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