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README.md

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-license: cc-by-4.0
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+---
+license: apache-2.0
+pipeline_tag: any-to-any
+---
+# Model Card for UniMedVL
+
+UniMedVL is the first unified medical foundation model for seamless multimodal understanding and generation, following a clinically-inspired Observation-Knowledge-Analysis framework.
+
+<div align="center">
+  <img src="./assets/teaser.png" width="95%"/>
+</div>
+
+## Model Details
+
+### Model Description
+
+UniMedVL unifies medical multimodal understanding and generation within a single 14B-parameter architecture. The model supports visual question answering, medical report generation, text-to-medical-image synthesis, cross-modal translation, and virtual staining across 9 imaging modalities (CXR, CT, MRI, Ultrasound, Histopathology, Retinal Fundus, OCT, Endoscopy, and Dermoscopy).
+
+- **Developed by:** [Anonymous - Under Review]
+- **Model type:** Unified Vision-Language Model
+- **Language(s):** English (medical domain)
+- **License:** Apache License 2.0
+- **Model Size:** 14B parameters
+
+### Model Sources
+
+- **Repository:** https://github.com/[repository_name] (Under Construction)
+- **Project Page:** https://uni-medical.github.io/UniMedVL_Web/
+- **Paper:** https://arxiv.org/abs/xxxxx (Under Construction)
+- **Model Checkpoints:** Under Construction - Will be released soon
+
+## Uses
+
+### Direct Use
+
+The model can be directly used for:
+- **Medical Visual Question Answering**: Answer clinical questions about medical images
+- **Medical Report Generation**: Generate radiology reports from medical images
+- **Text-to-Medical-Image Synthesis**: Generate medical images from textual descriptions
+- **Cross-Modal Translation**: Convert between different medical imaging modalities
+- **Virtual Staining**: Transform H&E images to IHC staining
+
+### Out-of-Scope Use
+
+- **Clinical Decision Making**: This model is for research purposes only and should NOT be used for actual clinical diagnosis or treatment decisions
+
+
+