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Comparing regression and neural network techniques for personalized predictive analytics to promote lung protective ventilation in Intensive Care Units

Mechanical ventilation is a lifesaving tool and provides organ support for patients with respiratory failure. However, injurious ventilation due to inappropriate delivery of high tidal volume can initiate or potentiate lung injury. This could lead to acute respiratory distress syndrome, longer durat...

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Detalles Bibliográficos
Autores principales: Hagan, Rachael, Gillan, Charles J., Spence, Ivor, McAuley, Danny, Shyamsundar, Murali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Ltd. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7543875/
https://www.ncbi.nlm.nih.gov/pubmed/33068808
http://dx.doi.org/10.1016/j.compbiomed.2020.104030