Update README.md

README.md

@@ -1,17 +1,18 @@
 ---
 license: apache-2.0
-pipeline_tag: image-segmentation
 tags:
 - medical
-widget:
-- src: https://raw.githubusercontent.com/bowang-lab/MedSAM/main/assets/img_demo.png
-  example_title: "Abdomen CT Scan"
-  
+- vision
 ---
 # Model Card for MedSAM
 
 MedSAM is a fine-tuned version of [SAM](https://huggingface.co/docs/transformers/main/model_doc/sam) for the medical domain.
 
+## Model Description
+
+- **Repository:** [MedSAM Official GitHub Repository](https://github.com/bowang-lab/medsam)
+- **Paper:** [Segment Anything in Medical Images](https://arxiv.org/abs/2304.12306v1)
+
 ## Usage
 
 ```python
@@ -61,4 +62,19 @@ ax[1].set_title("MedSAM Segmentation")
 ax[1].axis("off")
 plt.show()
 ```
-![results](scripts/results.png)
+![results](scripts/results.png)
+
+## Additional Information
+
+### Licensing Information
+The authors have released the model code and pre-trained checkpoints under the [Apache License 2.0](https://github.com/bowang-lab/MedSAM/blob/main/LICENSE).
+
+### Citation Information
+```
+@article{ma2023segment,
+  title={Segment anything in medical images},
+  author={Ma, Jun and Wang, Bo},
+  journal={arXiv preprint arXiv:2304.12306},
+  year={2023}
+}
+```