Predicting patient decompensation from continuous physiologic monitoring in the emergency department

Anticipation of clinical decompensation is essential for effective emergency and critical care. In this study, we develop a multimodal machine learning approach to predict the onset of new vital sign abnormalities (tachycardia, hypotension, hypoxia) in ED patients with normal initial vital signs. Ou...

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Detalles Bibliográficos
Autores principales: Sundrani, Sameer, Chen, Julie, Jin, Boyang Tom, Abad, Zahra Shakeri Hossein, Rajpurkar, Pranav, Kim, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10073111/
https://www.ncbi.nlm.nih.gov/pubmed/37016152
http://dx.doi.org/10.1038/s41746-023-00803-0

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10073111/
https://www.ncbi.nlm.nih.gov/pubmed/37016152
http://dx.doi.org/10.1038/s41746-023-00803-0

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