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Srivathsa Pasumarthi

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Preprint Aug 2026

Medical Foundation Model Features as Perceptual Loss for Brain MRI Contrast Dose Simulation

Perceptual losses are widely used in medical image synthesis because they encourage agreement in high-level structure beyond voxel-wise intensity similarity. In practice, most perceptual losses are still computed with natural-image backbones such as VGG16 or ResNet50, even when the target domain is magnetic resonance i...

Chang-Sheng Fang, Da-Yang Wang, T. Arnold et al. · 0 citations

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