Research Article

A Modified Skip-Gram Algorithm for Extracting Drug-Drug Interactions from AERS Reports

Table 3

Enrichment of drug pair <Digoxin, Epirubicin> in DrugBank.

No.ReactionCosine

1Mediastinal haematoma0.739511629
2Pulmonary toxicity0.731175786
3Cardioactive drug level increased0.726436888
4Cardiac failure0.725295361
5Long QT syndrome congenital0.720507838
6Tumour embolism0.711951369
7Ventricular asystole0.711652301
8Cardiac function test abnormal0.710890609
9Metastasis0.71071688
10Rhabdomyosarcoma0.709203308
11Ewing’s sarcoma0.706786142
12Aorto-oesophageal fistula0.706059463
13Stress ulcer0.703392027
14Pneumonia pseudomonal0.699428808
15Renal cortical necrosis0.699053548
16Emphysematous pyelonephritis0.698257906
17Atrial fibrillation0.697287074
18Hospice care0.695568984
19Malignant glioma0.695259318
20Disease progression0.694726752