Disambiguating Clinical Abbreviations Using a One-Fits-All Classifier Based on Deep Learning Techniques
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DOI: 10.1055/s-0042-1742388
Abstract: Background  Abbreviations are considered an essential part of the clinical narrative; they are used not only to save time and space but also to hide serious or incurable illnesses. Misreckoning interpretation of the clinical abbreviations… read more here.
Keywords: disambiguating clinical; contextualized representations; clinical abbreviations; deep contextualized ... See more keywords
Clinical Abbreviation Disambiguation Using Deep Contextualized Representation
Sign Up to like & getrecommendations! Published in 2020 at "Studies in health technology and informatics"
DOI: 10.3233/shti200128
Abstract: The objective of this study is to develop a method for clinical abbreviation disambiguation using deep contextualized representation and cluster analysis. We employed the pre-trained BioELMo language model to generate the contextualized word vector for… read more here.
Keywords: abbreviation; clinical abbreviation; deep contextualized; using deep ... See more keywords