Predicting Mechanical Ventilation and Mortality in COVID-19 Using Radiomics and Deep Learning on Chest Radiographs: A Multi-Institutional Study

In this study, we aimed to predict mechanical ventilation requirement and mortality using computational modeling of chest radiographs (CXRs) for coronavirus disease 2019 (COVID-19) patients. This two-center, retrospective study analyzed 530 deidentified CXRs from 515 COVID-19 patients treated at Sto...

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Detalles Bibliográficos
Autores principales: Bae, Joseph, Kapse, Saarthak, Singh, Gagandeep, Gattu, Rishabh, Ali, Syed, Shah, Neal, Marshall, Colin, Pierce, Jonathan, Phatak, Tej, Gupta, Amit, Green, Jeremy, Madan, Nikhil, Prasanna, Prateek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8535062/
https://www.ncbi.nlm.nih.gov/pubmed/34679510
http://dx.doi.org/10.3390/diagnostics11101812

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