Figure 1From: A UMLS-based spell checker for natural language processing in vaccine safety Framework for concept extraction using the UMLS. The natural language processing pipeline for this project is made up of the steps in this diagram. For this paper, we are focusing on step 1, spelling correction.Back to article page