A sense inventory for clinical abbreviations and acronyms created using clinical notes and medical dictionary resources

S Moon, S Pakhomov, N Liu, JO Ryan… - Journal of the …, 2014 - academic.oup.com
Objective To create a sense inventory of abbreviations and acronyms from clinical texts.
Methods The most frequently occurring abbreviations and acronyms from 352 267 dictated …

[HTML][HTML] A method for harmonization of clinical abbreviation and acronym sense inventories

LV Grossman, EG Mitchell, G Hripcsak, C Weng… - Journal of biomedical …, 2018 - Elsevier
Background Previous research has developed methods to construct acronym sense
inventories from a single institutional corpus. Although beneficial, a sense inventory …

A long journey to short abbreviations: developing an open-source framework for clinical abbreviation recognition and disambiguation (CARD)

Y Wu, JC Denny, S Trent Rosenbloom… - Journal of the …, 2017 - academic.oup.com
Objective: The goal of this study was to develop a practical framework for recognizing and
disambiguating clinical abbreviations, thereby improving current clinical natural language …

Methods for building sense inventories of abbreviations in clinical notes

H Xu, PD Stetson, C Friedman - Journal of the American Medical …, 2009 - academic.oup.com
Objective: To develop methods for building corpus-specific sense inventories of
abbreviations occurring in clinical documents. Design: A corpus of internal medicine …

[HTML][HTML] Challenges and practical approaches with word sense disambiguation of acronyms and abbreviations in the clinical domain

S Moon, B McInnes, GB Melton - Healthcare informatics research, 2015 - ncbi.nlm.nih.gov
Objectives Although acronyms and abbreviations in clinical text are used widely on a daily
basis, relatively little research has focused upon word sense disambiguation (WSD) of …

[HTML][HTML] A study of abbreviations in clinical notes

H Xu, PD Stetson, C Friedman - AMIA annual symposium …, 2007 - ncbi.nlm.nih.gov
Various natural language processing (NLP) systems have been developed to unlock patient
information from narrative clinical notes in order to support knowledge based applications …

Unified Medical Language System term occurrences in clinical notes: a large-scale corpus analysis

ST Wu, H Liu, D Li, C Tao, MA Musen… - Journal of the …, 2012 - academic.oup.com
Objective To characterise empirical instances of Unified Medical Language System (UMLS)
Metathesaurus term strings in a large clinical corpus, and to illustrate what types of term …

[HTML][HTML] A new clustering method for detecting rare senses of abbreviations in clinical notes

H Xu, Y Wu, N Elhadad, PD Stetson… - Journal of biomedical …, 2012 - Elsevier
Abbreviations are widely used in clinical documents and they are often ambiguous. Building
a list of possible senses (also called sense inventory) for each ambiguous abbreviation is …

A preliminary study of clinical abbreviation disambiguation in real time

Y Wu, JC Denny, ST Rosenbloom… - Applied clinical …, 2015 - thieme-connect.com
Objective: To save time, healthcare providers frequently use abbreviations while authoring
clinical documents. Nevertheless, abbreviations that authors deem unambiguous often …

[HTML][HTML] Abbreviation and acronym disambiguation in clinical discourse

S Pakhomov, T Pedersen, CG Chute - AMIA annual symposium …, 2005 - ncbi.nlm.nih.gov
Use of abbreviations and acronyms is pervasive in clinical reports despite many efforts to
limit the use of ambiguous and unsanctioned abbreviations and acronyms. Due to the fact …