YLab: Empower Healthcare with Artificial Intelligence

YLab is an interdisciplinary research group at Zhejiang University, led by Prof. Jie Yang, our group members come from various disciplines such as medical informatics, medicine, public health, pharmaceutical sciences, and linguistics. Our interests focus on natural language processing in healthcare/public health. Specifically, we are interested in:

  • Disease early-detection/diagnosis/treatment prediction using electronic health records and other clinical data sources;
  • Data analysis on healthcare-related data (e.g. telemedicine, social media).
  • Natural language processing.

We have developed several popular NLP tools (including NCRF++, LatticeLSTM and YEDDA), which attracted more than 5000 stars at GitHub.

We have built closed collaboration relationships with top-tier institutes, including Harvard University, University of Oxford, National University of Singapore, Brigham and Women’s Hospital.



Our work of GreenLLM is accepted by IJCAI, congratulations to Qingcheng, Lucas and Peilin!


Two papers accepted by WWW and JMIR, congratulations to Jiageng!


Prof. Yang received the Yunfan Award at World Artificial Intelligence Conference!


Prof. Yang will serve as an Area Chair (AC) at COLING 2022 and EMNLP 2022.


Prof. Yang was elected as an Editorial Board Member of International Journal of Medical Informatics!

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