Umlsbert ENG

🚀 CODER

CODER is a knowledge-infused cross-lingual medical term embedding model for term normalization. This English - version model was formerly named differently and is not UMLSBert!!!

🚀 Quick Start

CODER is a knowledge - infused cross - lingual medical term embedding model designed for term normalization.

You can access the project on GitHub via the following link: CODER on GitHub

📄 License

This project is licensed under the Apache - 2.0 license.

📚 Documentation

Citation

If you use this model in your research, please cite the following paper:

@article{YUAN2022103983,
title = {CODER: Knowledge-infused cross-lingual medical term embedding for term normalization},
journal = {Journal of Biomedical Informatics},
pages = {103983},
year = {2022},
issn = {1532-0464},
doi = {https://doi.org/10.1016/j.jbi.2021.103983},
url = {https://www.sciencedirect.com/science/article/pii/S1532046421003129},
author = {Zheng Yuan and Zhengyun Zhao and Haixia Sun and Jiao Li and Fei Wang and Sheng Yu},
keywords = {medical term normalization, cross-lingual, medical term representation, knowledge graph embedding, contrastive learning}
}