A Neural Topic-Attention Model for Medical Term Abbreviation Disambiguation

Understand

Automated analysis of clinical notes is attracting increasing attention.

• However, there has not been much work on medical term abbreviation disambiguation.
• Such abbreviations are abundant, and highly ambiguous, in clinical documents.
• One of the main obstacles is the lack of large scale, balance labeled data sets.