Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition.
Background: Previous state-of-the-art systems on Drug Name Recognition (DNR) and Clinical Concept Extraction (CCE) have focused on a combination of text "feature engineering" and conventional machine learning algorithms such as conditional random fields and support vector machines. However, developi...
| Publicado en: | Journal of Biomedical Informatics Vol. 76; pp. 102 - 110 |
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| Autores principales: | , , , , |
| Formato: | Journal Article |
| Publicado: |
Academic Press Inc.
Dec2017
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| Acceso en línea: | Ver este registro en EBSCOhost |