most citedUnconditional Latent Diffusion Models Memorize Patient Imaging Data: Implications for Openly Sharing Synthetic Data

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cs.CV2026

CardioDiT: Latent Diffusion Transformers for 4D Cardiac MRI Synthesis

Marvin Seyfarth, Sarah Kaye Müller, Arman Ghanaat +7

Latent diffusion models (LDMs) have recently achieved strong performance in 3D medical image synthesis. However, modalities like cine cardiac MRI (CMR), representing a temporally s…