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. 2025 Sep 12;8:1637842. doi: 10.3389/frai.2025.1637842

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Copyright © 2025 Wang, Wang and Yin.

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Single dermoscopic image illustrating a classification error. A lesion on pink skin appears within a blue frame or label. The text overlay indicates the predicted class and confidence (e.g., “Melanocytic Nevus 0.5”), differing from the ground-truth category for this case. No boxes or arrows beyond the label are used; the panel’s purpose is to show a typical failure example. — Misclassified sample.