This study focuses on developing and applying methods/techniques in different aspects of the system for clinical text understanding, at both corpus and document level. We deal with two major research questions: First, we explore the question of "How to model the underlying relationships from clinical notes at corpus level?" Documents…

Language comprehension is a complex process in which multiple, including semantic and syntactic, representations of the material are constructed as the input unfolds. Sometimes more than one way to interpret a sentence or sequence of sentences is possible and reliable sources of information may mislead us into developing an ultimately incorrect…