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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Veröffentlicht in:BMC Med Inform Decis Mak
Hauptverfasser: 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
Format: Artigo
Sprache:Inglês
Veröffentlicht: BioMed Central 2021
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Research Article
Online Zugang: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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