Update README.md

README.md

@@ -1,3 +1,32 @@
----
-license: mit
----
+---
+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}
+}
+```