Update model card metadata, paper, and code repository links

README.md

@@ -1,8 +1,13 @@
+---
+license: apache-2.0
+pipeline_tag: video-classification
+---
+
 # Model Card
 
 ## Overview
 
-This repository contains the trained models from paper () and code().
+This repository contains the trained models from the paper [Hierarchy-Aware and Anatomy-Guided Learning for Lung Ultrasound Video Classification](https://huggingface.co/papers/2607.17551) and the official [GitHub repository](https://github.com/Alya-Almsouti/LUS-video-classification).
 
 Each model is provided as a compressed `.zip` archive containing the checkpoints and training logs for all five cross-validation folds.
 
@@ -48,7 +53,7 @@ Each fold directory contains:
 GitHub repository:
 
 ```
-https://github.com/<your-username>/<your-repository>
+https://github.com/Alya-Almsouti/LUS-video-classification
 ```
 
 ---
@@ -58,10 +63,10 @@ https://github.com/<your-username>/<your-repository>
 If you use these models in your research, please cite the associated publication.
 
 ```bibtex
-@article{yourpaper,
-  title={Title of your paper},
-  author={Author1 and Author2},
-  journal={Journal or Conference},
+@article{almsouti2026hierarchy,
+  title={Hierarchy-Aware and Anatomy-Guided Learning for Lung Ultrasound Video Classification},
+  author={Almsouti, Alya and others},
+  journal={arXiv preprint arXiv:2607.17551},
   year={2026}
 }
 ```
@@ -76,4 +81,4 @@ apache-2.0
 
 ## Contact
 
-If you have questions or encounter any issues, please open an issue on the GitHub repository.
+If you have questions or encounter any issues, please open an issue on the GitHub repository.