At first glance, we can mitigate this problem using distant supervision approaches.
there is difficulty in applying these approaches to MR classification: only one of the relation types defined in the 2010 i2b2 Challenge is represented in the Unified Medical Language System 1 , the most comprehensive medical ontology available to date.