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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) metho...
שמור ב:
| הוצא לאור ב: | J Am Med Inform Assoc |
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| Main Authors: | , , , , |
| פורמט: | Artigo |
| שפה: | Inglês |
| יצא לאור: |
Oxford University Press
2020
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| נושאים: | |
| גישה מקוונת: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7973470/ https://ncbi.nlm.nih.gov/pubmed/33367705 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocaa309 |
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