Skip to main content

Table 2 i2b2 Obesity NLP reference evaluation.

From: A formal concept analysis and semantic query expansion cooperation to refine health outcomes of interest

Condition Se Sp D(s)
Asthma 92.7% 99.1% 3.8
CAD 75.5% 99.4% 5.0
Congestive heart failure (CHF) 74.2% 99.4% 5.5
Depression 69.9% 100% 5.6
Diabetes mellitus 82.0% 99.2% 67.3
Gallstones / Cholcystectomy 81.2% 98.7% 4.9
GERD 56.2% 100% 4.8
Gout 94.4.% 100% 8.7
Hypercholesterolemia 82.4% 100% 4.9
Hypertension 82.6 % 98.6% 8.4
Hypertriglyceridemia 60.0% 98.8% 0.9
Obstructive sleep apnea (OSA) 100 % 100 % 1.5
Osteoarthritis 61.2% 98.9% 2.3
Peripheral vascular disease 66.3 % 99.4% 1.1
Venous insufficiency 77.8% 99.1% 2.8
Obesity 86.1% 99.2% 0.6
Average 77.3% 99.1% 8.0
  1. Notes: Se (Sensitivity), Sp (Specificity), D (Duration), CAD (Atherosclerotic cardiovascular disease), GERD (Gastoresophageal reflux disease)