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Predicting ventilator-associated pneumonia with machine learning

Ventilator-associated pneumonia (VAP) is the most common and fatal nosocomial infection in intensive care units (ICUs). Existing methods for identifying VAP display low accuracy, and their use may delay antimicrobial therapy. VAP diagnostics derived from machine learning (ML) methods that utilize el...

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Detalhes bibliográficos
Publicado no:Medicine (Baltimore)
Main Authors: Giang, Christine, Calvert, Jacob, Rahmani, Keyvan, Barnes, Gina, Siefkas, Anna, Green-Saxena, Abigail, Hoffman, Jana, Mao, Qingqing, Das, Ritankar
Formato: Artigo
Idioma:Inglês
Publicado em: Lippincott Williams & Wilkins 2021
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8202554/
https://ncbi.nlm.nih.gov/pubmed/34115013
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1097/MD.0000000000026246
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