Prediction of respiratory decompensation in Covid-19 patients using machine learning: The READY trial

BACKGROUND: Currently, physicians are limited in their ability to provide an accurate prognosis for COVID-19 positive patients. Existing scoring systems have been ineffective for identifying patient decompensation. Machine learning (ML) may offer an alternative strategy. A prospectively validated me...

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Bibliografiska uppgifter
I publikationen:Comput Biol Med
Huvudupphovsmän: Burdick, Hoyt, Lam, Carson, Mataraso, Samson, Siefkas, Anna, Braden, Gregory, Dellinger, R. Phillip, McCoy, Andrea, Vincent, Jean-Louis, Green-Saxena, Abigail, Barnes, Gina, Hoffman, Jana, Calvert, Jacob, Pellegrini, Emily, Das, Ritankar
Materialtyp: Artigo
Språk:Inglês
Publicerad: The Authors. Published by Elsevier Ltd. 2020
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Article
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC7410013/
https://ncbi.nlm.nih.gov/pubmed/32798922
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.compbiomed.2020.103949
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