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+ ---
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+ language: es
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+ task_ids:
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+ - token-classification
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+ tags:
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+ - clinical, medical, ner, healthcare, cardiology, spanish, multilabel
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+ ---
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+
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+ ## Model Card for Cardio-Ner-Es-Roberta-Biomedical-Multilabel
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+
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+ ### Description
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+
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+ Spanish cardiology multilabel NER model for disease, medication, procedure, and symptom recognition, fine-tuned on roberta-biomedical.
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+
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+ ### Model Details
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+
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+ - **Language**: ES
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+ - **Task**: token-classification
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+ - **Framework**: pytorch
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+
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+ ### How to Use
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+
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+ ```python
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+ from transformers import AutoTokenizer, AutoModelForTokenClassification
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+
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+ model_name = "DT4H/cardio-ner-es-roberta-biomedical-multilabel"
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+ tokenizer = AutoTokenizer.from_pretrained(model_name)
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+ model = AutoModelForTokenClassification.from_pretrained(model_name)
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+
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+ ```
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+
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+ ### Acknowledgments
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+ This work received funding from the European Union’s Horizon Europe research and innovation programme under Grant Agreement No. 101057849 (DataTools4Heart project).