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A general approach for improving deep learning-based medical relation extraction using a pre-trained model and fine-tuning
The automatic extraction of meaningful relations from biomedical literature or clinical records is crucial in various biomedical applications. Most of the current deep learning approaches for medical relation extraction require large-scale training data to prevent overfitting of the training model....
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6892305/ https://www.ncbi.nlm.nih.gov/pubmed/31800044 http://dx.doi.org/10.1093/database/baz116 |