Add pipeline tag and link to code
#1
by nielsr HF Staff - opened
README.md
CHANGED
|
@@ -1,15 +1,21 @@
|
|
| 1 |
---
|
| 2 |
base_model:
|
| 3 |
- xinlai/LISA-7B-v1
|
|
|
|
| 4 |
---
|
| 5 |
|
| 6 |
# ROSALIA-7B-v1
|
| 7 |
|
| 8 |
-
**ROSALIA** is a vision-language model (VLM) designed for precise lesion segmentation in chest X-rays (CXRs).
|
|
|
|
|
|
|
| 9 |
|
| 10 |
This model is the core checkpoint of the paper:
|
| 11 |
**[Instruction-Guided Lesion Segmentation for Chest X-rays with Automatically Generated Large-Scale Dataset](https://arxiv.org/abs/2511.15186)**, accepted to **CVPR 2026**.
|
| 12 |
|
|
|
|
|
|
|
|
|
|
| 13 |
## 📖 Citation
|
| 14 |
|
| 15 |
If you find this model or the related research useful, please cite our work:
|
|
@@ -20,4 +26,5 @@ If you find this model or the related research useful, please cite our work:
|
|
| 20 |
author={Choi, Geon and Yoon, Hangyul and Shin, Hyunju and Park, Hyunki and Seo, Sang Hoon and Yang, Eunho and Choi, Edward},
|
| 21 |
journal={arXiv preprint arXiv:2511.15186},
|
| 22 |
year={2025}
|
| 23 |
-
}
|
|
|
|
|
|
| 1 |
---
|
| 2 |
base_model:
|
| 3 |
- xinlai/LISA-7B-v1
|
| 4 |
+
pipeline_tag: image-text-to-text
|
| 5 |
---
|
| 6 |
|
| 7 |
# ROSALIA-7B-v1
|
| 8 |
|
| 9 |
+
**ROSALIA** is a vision-language model (VLM) designed for precise lesion segmentation in chest X-rays (CXRs). It is a LISA model fine-tuned on the **MIMIC-ILS** dataset, a large-scale instruction-answer dataset for CXR lesion segmentation.
|
| 10 |
+
|
| 11 |
+
ROSALIA is capable of **Instruction-Guided Lesion Segmentation (ILS)**, a medical-domain adaptation of referring image segmentation (RIS), allowing it to segment diverse lesions and provide textual explanations in response to simple, user-friendly instructions.
|
| 12 |
|
| 13 |
This model is the core checkpoint of the paper:
|
| 14 |
**[Instruction-Guided Lesion Segmentation for Chest X-rays with Automatically Generated Large-Scale Dataset](https://arxiv.org/abs/2511.15186)**, accepted to **CVPR 2026**.
|
| 15 |
|
| 16 |
+
- **Code:** [https://github.com/checkoneee/ROSALIA](https://github.com/checkoneee/ROSALIA)
|
| 17 |
+
- **Paper:** [arXiv:2511.15186](https://arxiv.org/abs/2511.15186)
|
| 18 |
+
|
| 19 |
## 📖 Citation
|
| 20 |
|
| 21 |
If you find this model or the related research useful, please cite our work:
|
|
|
|
| 26 |
author={Choi, Geon and Yoon, Hangyul and Shin, Hyunju and Park, Hyunki and Seo, Sang Hoon and Yang, Eunho and Choi, Edward},
|
| 27 |
journal={arXiv preprint arXiv:2511.15186},
|
| 28 |
year={2025}
|
| 29 |
+
}
|
| 30 |
+
```
|