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Learning temporal rules to forecast instability in continuously monitored patients

Inductive machine learning, and in particular extraction of association rules from data, has been successfully used in multiple application domains, such as market basket analysis, disease prognosis, fraud detection, and protein sequencing. The appeal of rule extraction techniques stems from their a...

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Détails bibliographiques
Publié dans:J Am Med Inform Assoc
Auteurs principaux: Guillame-Bert, Mathieu, Dubrawski, Artur, Wang, Donghan, Hravnak, Marilyn, Clermont, Gilles, Pinsky, Michael R
Format: Artigo
Langue:Inglês
Publié: Oxford University Press 2017
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC5201181/
https://ncbi.nlm.nih.gov/pubmed/27274020
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocw048
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