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2412: Predicting response to hemodynamic interventions in the ICU using recurrent neural networks

OBJECTIVES/SPECIFIC AIMS: Our goal is to explore the value of learning algorithms to improve both the efficiency and accuracy of a clinician undertaking the cognitive task of selecting the best resuscitative intervention for a hemodynamically unstable patient in the ICU. Machine learning is an ideal...

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Detalles Bibliográficos
Autores principales: Genkins, Julian, Lasko, Thomas A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cambridge University Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6804423/
http://dx.doi.org/10.1017/cts.2017.73