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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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Publicat a:BMC Med Inform Decis Mak
Autors principals: 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
Idioma:Inglês
Publicat: BioMed Central 2021
Matèries:
Accés en línia: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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