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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....

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Detalles Bibliográficos
Autores principales: Chen, Tao, Wu, Mingfen, Li, Hexi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
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