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Table 1 Performance of the LSI model on disease or physiology term queries against expert determined gold standards culled from review papers

From: Prioritization, clustering and functional annotation of MicroRNAs using latent semantic indexing of MEDLINE abstracts

Name # Terms in # miRNAs in AUC
  query Gold Std.  
Cholesterol Homeostasis [33] 2 19 0.94496
Endothelium (endothelial) [34] 2 43 0.83294
Adipogenesis [35] 1 18 0.92189
Macrophage [36] 1 9 0.93975
HDL high density lipoprotein [37] 4 13 0.83344
Asthma [38] 1 9 0.87289
COPD Chronic obstructive pulmonary disease [38] 5 8 0.80491
Cystic Fibrosis [38] 2 10 0.93897
Idiopathic pulmonary fibrosis [38] 3 8 0.90993