Automatically finding relevant citations for clinical guideline development
Automated citation finding can augment manual literature search. We built a gold standard with citations from 653 guideline recommendations. The query expansion method vs. PubMed improved recall with non-significant loss on precision. The unsupervised citation ranking approach performed better than standard PubMed ranking and a machine learning classifier.
pubmed information retrieval practice guideline medical subject headings natural language processing