3D CT-Inclusive Deep-Learning Model to Predict Mortality, ICU Admittance, and Intubation in COVID-19 Patients

ABSTRACT: Chest CT is a useful initial exam in patients with coronavirus disease 2019 (COVID-19) for assessing lung damage. AI-powered predictive models could be useful to better allocate resources in the midst of the pandemic. Our aim was to build a deep-learning (DL) model for COVID-19 outcome pre...

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Detalles Bibliográficos
Autores principales: Di Napoli, Alberto, Tagliente, Emanuela, Pasquini, Luca, Cipriano, Enrica, Pietrantonio, Filomena, Ortis, Piermaria, Curti, Simona, Boellis, Alessandro, Stefanini, Teseo, Bernardini, Antonio, Angeletti, Chiara, Ranieri, Sofia Chiatamone, Franchi, Paola, Voicu, Ioan Paul, Capotondi, Carlo, Napolitano, Antonio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9713092/
https://www.ncbi.nlm.nih.gov/pubmed/36450922
http://dx.doi.org/10.1007/s10278-022-00734-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9713092/
https://www.ncbi.nlm.nih.gov/pubmed/36450922
http://dx.doi.org/10.1007/s10278-022-00734-4

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