Before revision:  For this, we present MedType, a novel method that leverages the surrounding context to identify the semantic type of a mentionand uses it for filtering out candidate concepts of the wrong types.
After revision:  For this, we present MedType, a fully modular system that prunes out irrelevant candidate concepts based on the predicted semantic type of a mentionand uses it for filtering out candidate concepts of the wrong types.