Image-Level Data Augmentation for Radiomics-Based Classification of Vital Versus Non-Vital Persistent Cervical Lymph Nodes After Chemoradiotherapy in HNSCC.

Cancers (Basel) · 2026 · PMC13406840 · PMID 42512357

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did not reach statistical significanceno p-value reported

This strategy improved classification performance by up to 21.9%, although differences did not reach statistical significance in this limited sample.

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