DFU-GCNet: a global context-enhanced inception network for robust and interpretable diabetic foot ulcer classification.

The proposed model demonstrated highly significant improvements across all metrics ( p < 0.001), firmly establishing its robust predictive supremacy. 6.5 Robustness under noise and adversarial conditions Clinical environments frequently introduce image degradation due to poor sensor quality or inconsistent lighting.

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