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Use of machine learning to assess the prognostic utility of radiomic features for in-hospital COVID-19 mortality

As portable chest X-rays are an efficient means of triaging emergent cases, their use has raised the question as to whether imaging carries additional prognostic utility for survival among patients with COVID-19. This study assessed the importance of known risk factors on in-hospital mortality and i...

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Detalles Bibliográficos
Autores principales: Sun, Yuming, Salerno, Stephen, He, Xinwei, Pan, Ziyang, Yang, Eileen, Sujimongkol, Chinakorn, Song, Jiyeon, Wang, Xinan, Han, Peisong, Kang, Jian, Sjoding, Michael W., Jolly, Shruti, Christiani, David C., Li, Yi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10161188/
https://www.ncbi.nlm.nih.gov/pubmed/37147440
http://dx.doi.org/10.1038/s41598-023-34559-0