Early Prediction of COVID-19 Ventilation Requirement and Mortality from Routinely Collected Baseline Chest Radiographs, Laboratory, and Clinical Data with Machine Learning

BACKGROUND: Coronavirus disease 2019 (COVID-19), caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), emerged in Wuhan, China, in late 2019 and created a global pandemic that overwhelmed healthcare systems. COVID-19, as of July 3, 2021, yielded 182 million confirmed cases and 3.9...

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Detalles Bibliográficos
Autores principales: Aljouie, Abdulrhman Fahad, Almazroa, Ahmed, Bokhari, Yahya, Alawad, Mohammed, Mahmoud, Ebrahim, Alawad, Eman, Alsehawi, Ali, Rashid, Mamoon, Alomair, Lamya, Almozaai, Shahad, Albesher, Bedoor, Alomaish, Hassan, Daghistani, Rayyan, Alharbi, Naif Khalaf, Alaamery, Manal, Bosaeed, Mohammad, Alshaalan, Hesham
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2021
Materias:
Original Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8331117/
https://www.ncbi.nlm.nih.gov/pubmed/34354361
http://dx.doi.org/10.2147/JMDH.S322431

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