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 me...
| Published in: | Journal of the American Medical Informatics Association Vol. 20; no. 5; pp. 915 - 922 |
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| Main Authors: | , , , , , , |
| Format: | research Journal Article |
| Published: |
Oxford University Press / USA
Sep2013
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| Online Access: | View this record in EBSCOhost |