Prediction of hypotension events with physiologic vital sign signatures in the intensive care unit

BACKGROUND: Even brief hypotension is associated with increased morbidity and mortality. We developed a machine learning model to predict the initial hypotension event among intensive care unit (ICU) patients and designed an alert system for bedside implementation. MATERIALS AND METHODS: From the Me...

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Detalles Bibliográficos
Autores principales: Yoon, Joo Heung, Jeanselme, Vincent, Dubrawski, Artur, Hravnak, Marilyn, Pinsky, Michael R., Clermont, Gilles
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7687996/
https://www.ncbi.nlm.nih.gov/pubmed/33234161
http://dx.doi.org/10.1186/s13054-020-03379-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7687996/
https://www.ncbi.nlm.nih.gov/pubmed/33234161
http://dx.doi.org/10.1186/s13054-020-03379-3

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