Coreference resolution of medical concepts in discharge summaries by exploiting contextual information.
Patient discharge summaries provide detailed medical information about hospitalized patients and are a rich resource of data for clinical record text mining. The textual expressions of this information are highly variable. In order to acquire a precise understanding of the patient, it is important to uncover the relationship between all instances in the text. In natural language processing (NLP), this task falls under the category of coreference resolution.
Author(s): Dai, Hong-Jie, Chen, Chun-Yu, Wu, Chi-Yang, Lai, Po-Ting, Tsai, Richard Tzong-Han, Hsu, Wen-Lian
DOI: 10.1136/amiajnl-2012-000808