Improving Case Definition of Crohn’s Disease and Ulcerative Colitis in Electronic Medical Records Using Natural Language Processing: A Novel Informatics Approach

INTRODUCTION: Prior studies identifying patients with inflammatory bowel disease (IBD) utilizing administrative codes have yielded inconsistent results. Our objective was to develop a robust electronic medical record (EMR) based model for classification of IBD leveraging the combination of codified...

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Detalhes bibliográficos
Main Authors: Ananthakrishnan, Ashwin N., Cai, Tianxi, Savova, Guergana, Cheng, Su-Chun, Chen, Pei, Perez, Raul Guzman, Gainer, Vivian S., Murphy, Shawn N., Szolovits, Peter, Xia, Zongqi, Shaw, Stanley, Churchill, Susanne, Karlson, Elizabeth W., Kohane, Isaac, Plenge, Robert M., Liao, Katherine P.
Formato: Artigo
Idioma:Inglês
Publicado em: 2013
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3665760/
https://ncbi.nlm.nih.gov/pubmed/23567779
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1097/MIB.0b013e31828133fd
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