Deep-learning-based automated terminology mapping in OMOP-CDM

ConclusionIncorporating the semantics of code descriptions more significantly increases matching accuracy compared to traditional text co-occurrence-based approaches. The negative training sample collection methodology is also an important component of the proposed trainable system that can be adopted in both present and future related systems.
Source: Journal of the American Medical Informatics Association - Category: Information Technology Source Type: research