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Performance of Artificial Intelligence Imaging Models in Detecting Dermatological Manifestations in Higher

Pushkar Aggarwal1

  • 1College of Medicine, University of Cincinnati, Cincinnati, OH, United States.

JMIR Dermatology
|August 26, 2023
PubMed
Summary

Deep learning models struggle with diagnosing skin conditions in darker skin tones (Fitzpatrick types 4-5). More diverse training data is needed for AI to accurately identify melanoma and basal cell carcinoma across all skin types.

Keywords:
artificial intelligencebasal cell carcinomaconvolutional neural networkdeep learningdermatologydiseaseimage recognitionmelanomapredictionskin colorskin of colorskin tonespecificity

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