Opus-MT-NL-EN-Healthcare

This model can be used to translate medical text from Dutch to English, as a baseline for Clinical NLP systems in Dutch.

Model Details

Model Description

This model based on MarianMT was trained using OpusNLP data as well as specialized medical data (see paper for more details).

• Developed by: François Remy
• Model type: Translation
• Languages: From Dutch to English
• License: MIT
• Finetuned from model: Helsinki-NLP/opus-mt-nl-en

Model Sources

• Repository: Snomed Translation Dictionaries
• Paper: Taming large lexicons: translating clinical text using medical ontologies and sentence templates

Citation

If you use this model as part of your work, please cite the following paper:

BibTeX:

@inproceedings{remy-et-al-2022-translating,
  author       = {{Remy, François and De Jaeger, P. and Demuynck, Kris}},
  title        = {{Taming large lexicons: translating clinical text using medical ontologies and sentence templates}},
  booktitle    = {{EmP 2022}}
  location     = {{Roeselare, Belgium}},
  year         = {{2022}},
  language     = {{en}},
  pages        = {{5}},
}

APA:

Remy, F., De Jaeger, P., & Demuynck, K. (2022). Taming large lexicons: translating clinical text using medical ontologies and sentence templates. Presented at the EmP 2022, The “Engineers meet Practicians” conference, Roeselare, Belgium.