Web 2.0-Based Crowdsourcing for High-Quality Gold Standard Development in Clinical Natural Language Processing

BackgroundA high-quality gold standard is vital for supervised, machine learning-based, clinical natural language processing (NLP) systems. In clinical NLP projects, expert annotators traditionally create the gold standard. However, traditional annotation is expensive and tim...

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Bibliographic Details
Main Authors: Zhai, Haijun, Lingren, Todd, Deleger, Louise, Li, Qi, Kaiser, Megan, Stoutenborough, Laura, Solti, Imre
Format: Article
Language:English
Published: JMIR Publications 2013-04-01
Series:Journal of Medical Internet Research
Online Access:http://www.jmir.org/2013/4/e73/