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A Machine Learning Prediction Model of Respiratory Failure Within 48 Hours of Patient Admission for COVID-19: Model Development and Validation

BACKGROUND: Predicting early respiratory failure due to COVID-19 can help triage patients to higher levels of care, allocate scarce resources, and reduce morbidity and mortality by appropriately monitoring and treating the patients at greatest risk for deterioration. Given the complexity of COVID-19...

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Опубликовано в: :J Med Internet Res
Главные авторы: Bolourani, Siavash, Brenner, Max, Wang, Ping, McGinn, Thomas, Hirsch, Jamie S, Barnaby, Douglas, Zanos, Theodoros P
Формат: Artigo
Язык:Inglês
Опубликовано: JMIR Publications 2021
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Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC7879728/
https://ncbi.nlm.nih.gov/pubmed/33476281
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/24246
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