CardioNER
Collection
CardioNER models developed for our CardioLM paper • 59 items • Updated
Model Card for Cardio-Ner-En-Biomed-Roberta-Base-Multilabel
Description
Dutch cardiology NER model for disease, medication, procedure, and symptom recognition. This is the SLERP'ed (chained) version of the 10-folds used for the paper.
Model Details
- Language: SV
- Task: token-classification
- Framework: pytorch
How to Use
from transformers import AutoTokenizer, AutoModelForTokenClassification
model_name = "DT4H/cardio-ner-sv-cardioberta-multilabel"
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).
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