A Preliminary Study of Clinical Abbreviation Disambiguation in Real Time.
To save time, healthcare providers frequently use abbreviations while authoring clinical documents. Nevertheless, abbreviations that authors deem unambiguous often confuse other readers, including clinicians, patients, and natural language processing (NLP) systems. Most current clinical NLP systems "post-process" notes long after clinicians enter them into electronic health record systems (EHRs). Such post-processing cannot guarantee 100% accuracy in abbreviation identification and disambiguation, since multiple alternative interpretations exist.
Author(s): Wu, Y, Denny, J C, Rosenbloom, S T, Miller, R A, Giuse, D A, Song, M, Xu, H
DOI: 10.4338/ACI-2014-10-RA-0088