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Synthetic data augmentation for improving performance in deep learning models for anatomical landmark localization on the distal upper limb.

Front Bioeng Biotechnol · 2026 · PMC13314767 · PMID 42382666

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The remaining three models showed consistent directional trends toward improvement (1.3%–4.3% reduction) that did not reach statistical significance under this conservative analysis.

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