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External Validation of an Acute Respiratory Distress Syndrome Prediction Model Using Radiology Reports

OBJECTIVE: Acute respiratory distress syndrome (ARDS) is frequently under recognized, and associated with increased mortality. Previously, we developed a model that utilized machine learning and natural language processing (NLP) of text from radiology reports to identify ARDS. The model showed impro...

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Detalhes bibliográficos
Publicado no:Crit Care Med
Main Authors: Mayampurath, Anoop, Churpek, Matthew M., Su, Xin, Shah, Sameep, Munroe, Elizabeth, Patel, Bhakti, Dligach, Dmitriy, Afshar, Majid
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7872467/
https://ncbi.nlm.nih.gov/pubmed/32590389
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1097/CCM.0000000000004468
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