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--- |
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title: README |
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emoji: 🧑🏻⚕️ |
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colorFrom: blue |
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colorTo: green |
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sdk: static |
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pinned: false |
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--- |
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MedSpaNER is an [information extraction tool for Spanish medical texts](https://bmcbioinformatics.biomedcentral.com/articles/10.1186/s12859-024-05949-6). |
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If you use these models, please, cite as follows: |
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``` |
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@article{campillosetal2025, |
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title = {{Hybrid natural language processing tool for semantic annotation of medical texts in Spanish}}, |
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author = {Campillos-Llanos, Leonardo and Valverde-Mateos, Ana and Capllonch-Carri{\'o}n, Adri{\'a}n}, |
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journal = {BMC Bioinformatics}, |
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volume = {26(7)}, |
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year={2025}, |
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doi={https://doi.org/10.1186/s12859-024-05949-6}, |
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publisher={BioMed Central} |
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} |
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``` |
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If you use the relation extraction models and the concept normalization models, please, cite as follows: |
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``` |
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@article{campillosetal, |
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title = {{Transformer-based relation extraction and concept normalization using an annotated clinical trials corpus}}, |
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author = {Campillos-Llanos, Leonardo and Valverde-Mateos, Ana and Capllonch-Carri{\'o}n, Adri{\'a}n and Zakhir-Puig, Sof{\'i}a and Heras-Vicente, J{\'o}nathan}, |
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journal = {(Under review)}, |
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year={2025} |
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} |
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``` |
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More information about the NER models is explained in this article: |
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Campillos-Llanos, L., Valverde-Mateos, A. & Capllonch-Carrión, A. (2025) [Hybrid natural language processing tool for semantic annotation of medical texts in Spanish](https://bmcbioinformatics.biomedcentral.com/articles/10.1186/s12859-024-05949-6). *BMC Bioinformatics* 26, 7. [https://doi.org/10.1186/s12859-024-05949-6](https://doi.org/10.1186/s12859-024-05949-6) |
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