Deep learning of chest X-rays can predict mechanical ventilation outcome in ICU-admitted COVID-19 patients

The COVID-19 pandemic repeatedly overwhelms healthcare systems capacity and forced the development and implementation of triage guidelines in ICU for scarce resources (e.g. mechanical ventilation). These guidelines were often based on known risk factors for COVID-19. It is proposed that image data,...

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Detalles Bibliográficos
Autores principales: Gourdeau, Daniel, Potvin, Olivier, Biem, Jason Henry, Cloutier, Florence, Abrougui, Lyna, Archambault, Patrick, Chartrand-Lefebvre, Carl, Dieumegarde, Louis, Gagné, Christian, Gagnon, Louis, Giguère, Raphaelle, Hains, Alexandre, Le, Huy, Lemieux, Simon, Lévesque, Marie-Hélène, Nepveu, Simon, Rosenbloom, Lorne, Tang, An, Yang, Issac, Duchesne, Nathalie, Duchesne, Simon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9007057/
https://www.ncbi.nlm.nih.gov/pubmed/35418698
http://dx.doi.org/10.1038/s41598-022-10136-9

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