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.
How faith- ful is your synthetic data? Sample-level metrics for evaluating and auditing generative models
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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.