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README.md
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---
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tags:
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- spacy
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- es
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license: mit
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model-index:
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- name:
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results:
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- task:
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name: NER
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| Feature | Description |
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| --- | --- |
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| **Name** | `
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| **Version** | `0.0.0` |
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| **spaCy** | `>=3.5.0,<3.6.0` |
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| **Default Pipeline** | `transformer`, `ner` |
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| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
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| **Sources** | n/a |
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| **License** | `mit` |
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| **Author** | [Álvaro García Barragán]() |
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### Label Scheme
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| `ENTS_P` | 92.46 |
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| `ENTS_R` | 93.97 |
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| `TRANSFORMER_LOSS` | 45014.63 |
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| `NER_LOSS` | 1216054.67 |
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---
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tags:
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- spacy
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- es
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license: mit
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model-index:
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- name: es_BreastCancerNER
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results:
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- task:
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name: NER
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| Feature | Description |
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| --- | --- |
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| **Name** | `es_BreastCancerNER` |
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| **Version** | `0.0.0` |
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| **spaCy** | `>=3.5.0,<3.6.0` |
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| **Default Pipeline** | `transformer`, `ner` |
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| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
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| **Sources** | n/a |
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| **License** | `mit` |
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| **Author** | [Álvaro García Barragán](https://huggingface.co/Alvaro8gb/es_BreastCancerNER) |
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### Label Scheme
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| `ENTS_P` | 92.46 |
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| `ENTS_R` | 93.97 |
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| `TRANSFORMER_LOSS` | 45014.63 |
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| `NER_LOSS` | 1216054.67 |
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## Citation
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If you use our work in your research, please cite it as follows:
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```bibtex
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@INPROCEEDINGS{garcia-barraganCBMS2023,
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author={García-Barragán, Alvaro and Solarte-Pabón, Oswaldo and Nedostup, Georgiy and Provencio, Mariano and Menasalvas, Ernestina and Robles, Victor},
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booktitle={2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS)},
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title={Structuring Breast Cancer Spanish Electronic Health Records Using Deep Learning},
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year={2023},
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pages={404-409},
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keywords={Natural Language Processing (NLP), Information extraction, Deep Learning, Breast cancer.},
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doi={10.1109/CBMS58004.2023.00252}
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}
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```
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