UMLS-based data augmentation for natural language processing of clinical research literature.
Objective: The study sought to develop and evaluate a knowledge-based data augmentation method to improve the performance of deep learning models for biomedical natural language processing by overcoming training data scarcity.Materials and Methods: We extended the easy data augmentation (EDA) method...
| Publicado en: | Journal of the American Medical Informatics Association Vol. 28; no. 4; pp. 812 - 824 |
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| Autores principales: | , , , , |
| Formato: | Journal Article |
| Publicado: |
Oxford University Press / USA
Apr2021
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| Acceso en línea: | Ver este registro en EBSCOhost |