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Patient-Specific Learning in Real Time for Adaptive Monitoring in Critical Care

Intensive care monitoring systems are typically developed from population data, but do not take into account the variability among individual patients’ characteristics. This study develops patient-specific alarm algorithms in real time. Classification tree and neural network learning were carried ou...

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Detalhes bibliográficos
Publicado no:J Biomed Inform
Main Authors: Zhang, Ying, Szolovits, Peter
Formato: Artigo
Idioma:Inglês
Publicado em: 2008
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4450160/
https://ncbi.nlm.nih.gov/pubmed/18463000
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2008.03.011
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