Add link to paper (#3)

- Add link to paper (c5e5125179499f9f5132d8ed63fa9f834478a978)


Co-authored-by: Niels Rogge <[email protected]>

README.md

@@ -4,27 +4,35 @@ task_categories:
 - image-to-image
 ---
 
-`xvr-data` contains DICOM/NIfTI versions of the `DeepFluoro` and `Ljubljana` datasets. If you use either of these datasets, please cite the original papers.
+`xvr-data` contains DICOM/NIfTI versions of the `DeepFluoro` and `Ljubljana` datasets. 
 
-    @article{grupp2020automatic,
-      title={Automatic annotation of hip anatomy in fluoroscopy for robust and efficient 2D/3D registration},
-      author={Grupp, Robert B and Unberath, Mathias and Gao, Cong and Hegeman, Rachel A and Murphy, Ryan J and Alexander, Clayton P and Otake, Yoshito and McArthur, Benjamin A and Armand, Mehran and Taylor, Russell H},
-      journal={International journal of computer assisted radiology and surgery},
-      volume={15},
-      pages={759--769},
-      year={2020},
-      publisher={Springer}
-    }
+Paper: [Rapid patient-specific neural networks for intraoperative X-ray to volume registration](https://huggingface.co/papers/2503.16309)
+Code: https://github.com/eigenvivek/xvr
 
-    @article{pernus20133d,
-      title={3D-2D registration of cerebral angiograms: A method and evaluation on clinical images},
-      author={Mitrović, Uros˘ and S˘piclin, Z˘iga and Likar, Bos˘tjan and Pernus˘, Franjo},
-      journal={IEEE transactions on medical imaging},
-      volume={32},
-      number={8},
-      pages={1550--1563},
-      year={2013},
-      publisher={IEEE}
-    }
 
-Code: https://github.com/eigenvivek/xvr
+## Citation
+
+If you use either of these datasets, please cite the original papers.
+
+```bibtex
+@article{grupp2020automatic,
+  title={Automatic annotation of hip anatomy in fluoroscopy for robust and efficient 2D/3D registration},
+  author={Grupp, Robert B and Unberath, Mathias and Gao, Cong and Hegeman, Rachel A and Murphy, Ryan J and Alexander, Clayton P and Otake, Yoshito and McArthur, Benjamin A and Armand, Mehran and Taylor, Russell H},
+  journal={International journal of computer assisted radiology and surgery},
+  volume={15},
+  pages={759--769},
+  year={2020},
+  publisher={Springer}
+}
+
+@article{pernus20133d,
+  title={3D-2D registration of cerebral angiograms: A method and evaluation on clinical images},
+  author={Mitrović, Uros˘ and S˘piclin, Z˘iga and Likar, Bos˘tjan and Pernus˘, Franjo},
+  journal={IEEE transactions on medical imaging},
+  volume={32},
+  number={8},
+  pages={1550--1563},
+  year={2013},
+  publisher={IEEE}
+}
+```