metadata
language: multilingual
task_ids:
- token-classification
tags:
- clinical, medical, ner, healthcare, cardiology, multilingual, disease
Model Card for Cardio-Ner-Multilingual-Disease-Xlm-Roberta-Large-Multiclass
Description
Multilingual cardiology NER model for disease recognition
Model Details
- Language: MULTILINGUAL
- Task: token-classification
- Framework: pytorch
How to Use
from transformers import AutoTokenizer, AutoModelForTokenClassification
model_name = "DT4H/cardio-ner-multilingual-disease-xlm-roberta-large-multiclass"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForTokenClassification.from_pretrained(model_name)
Acknowledgments
This work received funding from the European Union’s Horizon Europe research and innovation programme under Grant Agreement No. 101057849 (DataTools4Heart project).