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Radiologists may misidentify AI images

  • By

  • Andrea Surnit

  • August 26, 2026

  • 4 min

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  • 1

    Radiologists identified 75% of AI-generated images correctly, with accuracy varying by imaging modality and subspecialty expertise.

  • 2

    The study involved 182 radiologists reviewing 30 images, including 20 AI-generated and 10 real images across various modalities.

  • 3

    CT images had the lowest median accuracy at 70%, while radiographs had the highest accuracy at 91% for identifying real and AI-generated images.

  • 4

    Radiologists with relevant subspecialty expertise achieved higher classification accuracy, particularly in chest and cardiac imaging.

  • 5

    The study noted limitations, including the presentation format of images and potential selection bias among participants.

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