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Diff-Def: Diffusion-Generated Deformation Fields for Conditional Atlases

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The proposed method generates highly realistic atlases, outperforming conventional methods.
Comprehensive evaluations showed significant improvements in anatomical accuracy and perceptual similarity.
By utilizing latent diffusion models, the approach maintains structural integrity and enhances interpretability.
Application of the method involved brain MR images from the UK Biobank, showcasing its effectiveness.

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Proposed latent diffusion models generate anatomical atlases, improving realism in morphological changes for specific populations.

Starck et al. (2025) studied this question.

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