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README.md

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+---
+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
+
+```python
+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).