Machine learning predicts mortality based on analysis of ventilation parameters of critically ill patients: multi-centre validation

BACKGROUND: Mechanical Ventilation (MV) is a complex and central treatment process in the care of critically ill patients. It influences acid–base balance and can also cause prognostically relevant biotrauma by generating forces and liberating reactive oxygen species, negatively affecting outcomes....

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Detalhes bibliográficos
Publicado no:BMC Med Inform Decis Mak
Main Authors: Mamandipoor, Behrooz, Frutos-Vivar, Fernando, Peñuelas, Oscar, Rezar, Richard, Raymondos, Konstantinos, Muriel, Alfonso, Du, Bin, Thille, Arnaud W., Ríos, Fernando, González, Marco, del-Sorbo, Lorenzo, del Carmen Marín, Maria, Pinheiro, Bruno Valle, Soares, Marco Antonio, Nin, Nicolas, Maggiore, Salvatore M., Bersten, Andrew, Kelm, Malte, Bruno, Raphael Romano, Amin, Pravin, Cakar, Nahit, Suh, Gee Young, Abroug, Fekri, Jibaja, Manuel, Matamis, Dimitros, Zeggwagh, Amine Ali, Sutherasan, Yuda, Anzueto, Antonio, Wernly, Bernhard, Esteban, Andrés, Jung, Christian, Osmani, Venet
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2021
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8102841/
https://ncbi.nlm.nih.gov/pubmed/33962603
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-021-01506-w
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