北京大学医维矩阵实验室
English
Welcome to the MedX Lab (医维矩阵实验室), a medical AI research group at Peking University. We are dedicated to advancing healthcare through cutting-edge AI.
| Icon | Direction | Description |
|---|---|---|
| 📊 | Multimodal EHR Predictive Modeling | Building clinically verifiable, highly trustworthy, and interpretable deep learning frameworks. |
| 🧠 | Medical LLMs & Agents | Developing specialized LLMs and collaborative AI agents for clinical tasks. |
| 🔬 | AI for Science Platforms | Creating toolkits and benchmarks to accelerate medical AI research. |
| Project | Description |
|---|---|
| 🚀 MedAgentBoard | A benchmark for multi-agent collaboration in diverse medical tasks. (NeurIPS 2025) |
| 🤝 ColaCare | Enhancing EHR modeling with LLM-driven multi-agent collaboration. (WWW 2025) |
| 🛠️ PyEHR | A predictive modeling toolkit for Electronic Health Records data. |
| 📝 Magical | Medical lay language generation via semantic invariance and adaptation. (NeurIPS 2025) |
- 🌐 Visit our Website: medx-pku.com
- 📧 Contact Us: Email Prof. Liantao Ma at
malt [at] pku.edu.cn - 💼 Join Us: We are always looking for passionate students. Learn More
中文
欢迎来到北京大学 医维矩阵实验室 (MedX Lab)。我们是隶属于北京大学的医学人工智能研究团队，致力于通过前沿AI技术推动医疗健康领域的发展。
| 图标 | 方向 | 描述 |
|---|---|---|
| 📊 | 多模态电子病历预测建模 | 构建临床可验证的高可信、可解释性深度学习框架。 |
| 🧠 | 医疗大模型与智能体 | 研发面向临床任务的专用大语言模型与协作式AI智能体。 |
| 🔬 | AI for Science 平台 | 创建开源工具包与基准测试，加速医学AI研究。 |
| 项目 | 描述 |
|---|---|
| 🚀 MedAgentBoard | 面向复杂医疗任务的多智能体协作基准测试平台。(NeurIPS 2025) |
| 🤝 ColaCare | 基于大语言模型驱动的多智能体协作EHR建模框架。(WWW 2025) |
| 🛠️ PyEHR | 一个面向电子病历(EHR)数据的预测建模工具包。 |
| 📝 Magical | 兼顾语义保真度与简化风格的医学文本通俗化生成框架。(NeurIPS 2025) |
- 🌐 访问我们的网站: medx-pku.com
- 📧 联系我们: 发送邮件至马连韬老师
malt [at] pku.edu.cn - 💼 加入我们: 我们长期欢迎充满热情的学生加入。 了解更多