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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....

ArtOtherVersionFast WDM3 D T2 120kCBewertung

Modellquelle

Art
Other
Dateigröße
250 MB
Version
vFast WDM3 D T2 120k
Aktualisiert
19. Okt. 2026
Quelle
Hugging Face

Quellenbeschreibung

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}
}

Quellen

1 Quelle
Hugging FacePrimärVersion 019cd6c29c6ab56ffc75f2983933337ef8bfc2e0
huggingface.co/AliciaDurrer/fastWDM3D/tree/019cd6c29c6ab56ffc75f2983933337ef8bfc2e0

Verifiziert 19. Okt.

Modellartefakte

1 Artefakt

fastWDM3D_T2_120k.pt

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

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Quellenauszüge

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--- 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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