docs: OpenVAE/SMILE links + paper citation (arXiv:2512.07251)

README.md

@@ -1,3 +1,34 @@
----
-license: mit
----
+---
+license: mit
+pretty_name: SMILE demo dataset
+tags:
+  - medical
+  - ct
+  - demo
+---
+
+# SMILE_DEMO_Dataset
+
+Small **demo / tutorial** release of public thoracic CT samples used with the SMILE and OpenVAE tooling.
+
+## OpenVAE / SMILE project
+
+This dataset is part of the **OpenVAE** open-source ecosystem for medical CT/MRI latent modeling and reconstruction or diffusion-style experiments.
+
+- **OpenVAE (code):** [github.com/KumaKuma2002/OpenVAE](https://github.com/KumaKuma2002/OpenVAE)  
+- **OpenVAE (pretrained VAEs on Hugging Face):** [huggingface.co/SMILE-project/OpenVAE](https://huggingface.co/SMILE-project/OpenVAE)
+
+## Citation
+
+If you use this resource together with OpenVAE or SMILE-related code, please cite:
+
+```bibtex
+@article{liu2025see,
+  title={See More, Change Less: Anatomy-Aware Diffusion for Contrast Enhancement},
+  author={Liu, Junqi and Wu, Zejun and Bassi, Pedro RAS and Zhou, Xinze and Li, Wenxuan and Hamamci, Ibrahim E and Er, Sezgin and Lin, Tianyu and Luo, Yi and P{\l}otka, Szymon and others},
+  journal={arXiv preprint arXiv:2512.07251},
+  year={2025}
+}
+```
+
+**Paper:** [arxiv.org/abs/2512.07251](https://arxiv.org/abs/2512.07251)