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README.md

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-title: README
-emoji: 🏆
-colorFrom: yellow
-colorTo: pink
-sdk: static
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-  https://cdn-uploads.huggingface.co/production/uploads/5fd5e18a90b6dc4633f6d292/FTCV2ltw2ZxiZS_tKvARU.png
-short_description: OpenMed
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+---
+title: README
+emoji: 🏆
+colorFrom: red
+colorTo: pink
+sdk: static
+pinned: false
+thumbnail: >-
+  https://cdn-uploads.huggingface.co/production/uploads/5fd5e18a90b6dc4633f6d292/FTCV2ltw2ZxiZS_tKvARU.png
+short_description: OpenMed
+---
 
 <div align="center">
-  <img src="https://cdn-uploads.huggingface.co/production/uploads/5fd5e18a90b6dc4633f6d292/FTCV2ltw2ZxiZS_tKvARU.png" alt="OpenMed Logo" width="500"/>
-  <h1>OpenMed: State-of-the-Art, Open-Source AI for Healthcare & Life Sciences</h1>
+  <img src="https://cdn-uploads.huggingface.co/production/uploads/5fd5e18a90b6dc4633f6d292/FTCV2ltw2ZxiZS_tKvARU.png" alt="OpenMed Logo" width="520" />
+  <h1>OpenMed</h1>
+  <p><strong>Open‑Source AI for Healthcare & Life Sciences</strong></p>
+  <p>Models, datasets, and tooling for clinical NLP, medical LLMs, RL environments, and privacy‑preserving workflows.</p>
+  <p>
+    <a href="https://github.com/maziyarpanahi/openmed">GitHub</a> •
+    <a href="https://huggingface.co/OpenMed">Models</a> •
+    <a href="https://huggingface.co/datasets/OpenMed">Datasets</a> •
+    <a href="https://huggingface.co/collections/OpenMed">Collections</a>
+  </p>
 </div>
 
 ---
 
-## 🩺 Our Mission
+<table>
+  <tr>
+    <td width="50%" valign="top">
+      <h3> Mission</h3>
+      <p>
+        The most powerful AI tools for healthcare should not be locked behind expensive paywalls.
+        <strong>OpenMed</strong> is a community‑driven initiative building and sharing state‑of‑the‑art,
+        production‑ready AI for healthcare and life sciences.
+      </p>
+      <p>
+        Our work is released under the permissive <strong>Apache 2.0 license</strong>.
+      </p>
+    </td>
+    <td width="50%" valign="top">
+      <h3> Focus Areas</h3>
+      <ul>
+        <li>Medical & clinical LLMs (training + alignment)</li>
+        <li>Clinical RL environments for reasoning + decision support</li>
+        <li>Clinical NER + biomedical NLP</li>
+        <li>PII detection & de‑identification</li>
+        <li>Medical reasoning datasets</li>
+        <li>Zero‑shot clinical entity extraction</li>
+      </ul>
+    </td>
+  </tr>
+</table>
+
+---
+
+## Tooling & Environments
+
+- OpenMed Library:
+  [OpenMed • Python SDK](https://github.com/maziyarpanahi/openmed)
+- Clinical RL environments (Prime Intellect):
+  [Prime Intellect • RL Environments](https://app.primeintellect.ai/dashboard/user/maziyar)
+
+---
+
+## Updates
 
-The most powerful AI tools for healthcare should not be locked behind expensive paywalls. **OpenMed** is a community-driven initiative dedicated to building and sharing state-of-the-art, production-ready AI models for healthcare and life sciences.
+- New open Medical Reasoning dataset is trending #1 on Hugging Face:
+  [OpenMed/Medical-Reasoning-SFT-GPT-OSS-120B](https://huggingface.co/datasets/OpenMed/Medical-Reasoning-SFT-GPT-OSS-120B)
 
-Our mission is to accelerate research, empower developers, and improve patient outcomes by providing free, powerful, and transparent tools for everyone. All of our work is and always will be released under the permissive **Apache 2.0 license**.
+- OpenMed's paper is live:
+  [OpenMed NER: Open-Source, Domain-Adapted State-of-the-Art Transformers for Biomedical NER Across 12 Public Datasets](https://huggingface.co/papers/2508.01630)
 
-## 🔥 Updates
+- [Unlocking Healthcare AI: I'm Releasing State‑of‑the‑Art Medical Models for Free. Forever](https://huggingface.co/blog/MaziyarPanahi/open-health-ai)
 
-* New open Medical Reasoning dataset is trending #1 on Hugging Face: [OpenMed/Medical-Reasoning-SFT-GPT-OSS-120B](https://huggingface.co/datasets/OpenMed/Medical-Reasoning-SFT-GPT-OSS-120B)
+- [Introducing 90+ open‑source, state‑of‑the‑art biomedical and clinical zero‑shot NER models](https://huggingface.co/collections/OpenMed/zeroshot-medical-and-clinical-ner-68ba01553ba342ee9673a2a6)
+
+---
 
-* OpenMed's paper is live! Check it out: [OpenMed NER: Open-Source, Domain-Adapted State-of-the-Art Transformers for Biomedical NER Across 12 Public Datasets](https://huggingface.co/papers/2508.01630)
+## Get Started
+
+- Explore models: https://huggingface.co/OpenMed
+- Browse datasets: https://huggingface.co/datasets/OpenMed
+- Install OpenMed:
+  ```bash
+  pip install openmed
+  ```
+
+---
 
-* [Unlocking Healthcare AI: I'm Releasing State-of-the-Art Medical Models for Free. Forever](https://huggingface.co/blog/MaziyarPanahi/open-health-ai)
+## 🤝 Community
 
-* [Introducing 90+ open-source, state‑of‑the‑art biomedical and clinical zero‑shot NER models](https://huggingface.co/collections/OpenMed/zeroshot-medical-and-clinical-ner-68ba01553ba342ee9673a2a6)
+We welcome contributors, researchers, and builders. If you are working on medical LLMs, clinical RL, biomedical NLP, or privacy‑preserving workflows, OpenMed is for you.