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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Detalles Bibliográficos
Autores principales: 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: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8102841/
https://www.ncbi.nlm.nih.gov/pubmed/33962603
http://dx.doi.org/10.1186/s12911-021-01506-w

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