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September 17, 2025SKIN The Journal of Cutaneous MedicineOpen Access

ChatGPT-4o Proves Effective in Accurately Diagnosing Dermoscopic Images of Benign and Malignant Skin Conditions

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Authors

RSRyan ScheinkmanLTLea TordjmanLDLauren Dender

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Overview

Observational analysis shows 96% accuracy in diagnosing skin conditions using AI, highlighting potential impact in dermatology.

Key Points

  • ChatGPT-4o achieved 96% accuracy in diagnosing skin lesions from dermoscopic images, indicating strong diagnostic capabilities.
  • In testing, ChatGPT-4o accurately identified melanoma with 100% sensitivity and 91.99% overall accuracy against established skin conditions.
  • The assessment utilized 150 dermoscopic images to evaluate AI's performance in recognizing benign and malignant skin tumors.
  • These findings suggest the potential of AI in enhancing diagnostic processes in dermatology, warranting further clinical exploration.

Cite This Study

Scheinkman et al. (2025) studied this question.

synapsesocial.com/papers/68d43c79713b0b5dfea7bd86https://doi.org/10.25251/eqr15d92
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