Table 6 Showing top 10 nearest neighbor terms for “heart attack” in definition2vec and skip-gram
From: Improving medical term embeddings using UMLS Metathesaurus
Large data set | Small data set | ||
|---|---|---|---|
definition2vec | skip-gram | definition2vec | skip-gram |
blockage | blocked artery | myocardial infarctions | pain |
heart muscle | blockage | acute mi | cough blood |
heart attacks | heart blockage | infarction | scheduling |
heart blockage | heart muscle | hemorrhagic stroke | aortic aneurysms |
blocked heart | blocked heart | myocarditis | abuse substance |
heart block diagnosis | heart muscles | hypertensive crisis | providers |
block heart | blood clots lung | myocardial | skip |
slow heart rate | heart function | restrictive cardiomyopathy | caregiver |
heart function | slow heart rate | ischemic change | substance abuse problem |
myocardia | myocardial infarction | ischemia | cell phone |