No-reference image quality metrics frequently fail to detect localised anatomical errors in synthetic brain MRI and can rank generative models inconsistently with downstream segmentation utility.
Sutherland, Michael Arbel, and Arthur Gretton
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Metrics that matter: Evaluating image quality metrics for medical image generation
No-reference image quality metrics frequently fail to detect localised anatomical errors in synthetic brain MRI and can rank generative models inconsistently with downstream segmentation utility.