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FastWDM3D

This is the official model repository of the paper "fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting" by Alicia Durrer, Florentin Bieder, Paul Friedrich, Bjoern Menze, Philippe C. Cattin, and Florian Kofler....

TipoOtherVersiónFast WDM3 D T2 120kCcalidad

Fuente del modelo

Tipo
Other
Tamaño del archivo
250 MB
Versión
vFast WDM3 D T2 120k
Actualizado
19 oct 2026
Fuente
Hugging Face

Descripción de la fuente

fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting

This is the official model repository of the paper "fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting" by Alicia Durrer, Florentin Bieder, Paul Friedrich, Bjoern Menze, Philippe C. Cattin, and Florian Kofler. It was presented in the DGM4MICCAI workshop at MICCAI 2025.

GitHub Repository

Download the pretrained model (fastWDM3D, T = 2, trained for 120000 iterations) here from the "Files and versions" tab and use the corresponding code provided in the official GitHub repository.

Citation

If you use this work, please cite:

@inproceedings{durrer2025fastwdm3d,
  title={fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting},
  author={Durrer, Alicia and Bieder, Florentin and Friedrich, Paul and Menze, Bjoern and Cattin, Philippe C and Kofler, Florian},
  booktitle={MICCAI Workshop on Deep Generative Models},
  pages={171--181},
  year={2025},
  organization={Springer}
}

Fuentes

1 fuente
Hugging FacePrincipalVersión 019cd6c29c6ab56ffc75f2983933337ef8bfc2e0
huggingface.co/AliciaDurrer/fastWDM3D/tree/019cd6c29c6ab56ffc75f2983933337ef8bfc2e0

Verificado 19 oct

Artefactos del modelo

1 artefacto

fastWDM3D_T2_120k.pt

pt · 250 MB · SHA-256 4f442ab39d54…24a7 · Hugging Face

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Extractos de fuentes

2 extractos

--- license: mit language: - en tags: - diffusion - medical - inpainting - 3d - fast --- # fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting This is the official model repository of the paper "[**fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting**](https://link.springer.com/chapter/10.1007/978-3-032-05472-2_17)" by Alicia Durrer, Florentin Bieder, Paul Friedrich, Bjoern Menze, Philippe C. Cattin, and Florian Kofler. It was presented in the DGM4MICCAI workshop at MICCAI 2025. ## GitHub Repository Download the pretrained model (fastWDM3D, T = 2, trained for 120000 iterations) here from the "Files and versions" tab and use the corresponding code provided in the official [GitHub repository](https://github.com/AliciaDurrer/fastWDM3D). ## Citation If you use this work, please cite: ```bibtex @inproceedings{durrer2025fastwdm3d, title={fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting}, author={Durrer, Alicia and Bieder, Florentin and Friedrich, Paul and Menze, Bjoern and Cattin, Philippe C and Kofler, Florian}, booktitle={MICCAI Workshop on Deep Generative Models}, pages={171--181}, year={2025}, organization={Springer} } ```

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