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DT4H/
cardio-ner-en-cardioberta-multiclass

Name: cardio-ner-en-cardioberta-multiclass
Availability: InStock

safetensors

roberta

clinical, medical, ner, healthcare, cardiology, en, English

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Model Card for Cardio-Ner-En-Cardioberta-Multiclass

Description

English cardiology NER model for disease, medication, procedure, and symptom recognition

Model Details

Language: EN
Task: token-classification
Framework: pytorch

How to Use

python

from transformers import AutoTokenizer, AutoModelForTokenClassification

model_name = "DT4H/cardio-ner-en-cardioberta-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).