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A sequence labeling approach to link medications and their attributes in clinical notes and clinical trial announcements for information extraction
OBJECTIVE: The goal of this work was to evaluate machine learning methods, binary classification and sequence labeling, for medication–attribute linkage detection in two clinical corpora. DATA AND METHODS: We double annotated 3000 clinical trial announcements (CTA) and 1655 clinical notes (CN) for m...
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| Hauptverfasser: | , , , , , , |
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| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
BMJ Publishing Group
2013
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| Schlagworte: | |
| Online Zugang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3756265/ https://ncbi.nlm.nih.gov/pubmed/23268488 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1136/amiajnl-2012-001487 |
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