Enhancing Lentigo Maligna Detection with AI-Assisted Dermoscopy: A Clinical Reader Study on Facial Pigmented Lesions

Highlight

  • An AI model based on deep learning achieved 84.2% accuracy differentiating lentigo maligna (LM) from benign facial pigmented lesions.
  • AI assistance improved dermatology residents’ diagnostic accuracy from 64.9% to 74.0%, with a 16.5% gain specifically in LM detection.
  • The study focused on facial lesions in chronically sun-damaged skin, a challenging and underrepresented setting in AI skin lesion research.
  • Findings support AI as an adjunct tool for improving diagnostic confidence and educational value in clinical dermatology.

Study Background

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